From 43c0d24720933b6b6f8b0cd89bc1c3ddc6993ad2 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:12:29 +1000
Subject: [PATCH 01/42] added tests that need to pass after restructuring.

---
 test/array_object_types.test.js | 85 +++++++++++++++++++++++++++++++++
 1 file changed, 85 insertions(+)
 create mode 100644 test/array_object_types.test.js

diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
new file mode 100644
index 0000000..dc511c1
--- /dev/null
+++ b/test/array_object_types.test.js
@@ -0,0 +1,85 @@
+var getSchema = require('../');
+var assert = require('assert');
+var _ = require('lodash');
+
+
+describe('arrays and objects as type (INT-203 restructuring)', function () {
+  var docs = [
+    { x: [1, 2, 3] },
+    { x: "foo" },
+    { x: { b: 1 } },
+    { x: [ "bar", null, false ] },
+    { x: [ {c: 1, d: 1}, {c: 2 } ] },
+    { e: 1 }
+  ];
+
+  var schema;
+
+  before(function (done) {
+    schema = getSchema('mixed.mess', docs, done);
+  });
+
+  describe('Field', function () {
+    it('have the right type distribution of x', function() {
+      var dist = _.zipObject(
+        schema.fields.get('x').types.pluck('name'),
+        schema.fields.get('x').types.pluck('probability')
+      );
+      assert.deepEqual(dist, {
+        'Array': 3/6,
+        'String': 1/6,
+        'Object': 1/6,
+        'Undefined': 1/6
+      });
+    });
+
+    it('should contain the basic values of x at Field level', function() {
+      assert.deepEqual(schema.fields.get('x').values.serialize(), ["foo"]);
+    });
+
+    it('should have an `.fields` alias for convenience', function() {
+      assert.deepEqual(schema.fields.get('x').fields, schema.fields.get('x').types.get('Object').fields);
+    });
+  });
+
+
+  describe('Nested Array', function () {
+    var arr;
+
+    before(function () {
+      arr = schema.fields.get('x').types.get('Array');
+    });
+
+    it('should return the lengths of all encountered arrays', function () {
+      assert.deepEqual(arr.lengths, [3, 3, 2]);
+    });
+
+    it('should return the type distribution inside an array', function () {
+      var arrDist = _.zipObject(
+        arr.types.pluck('name'),
+        arr.types.pluck('probability')
+      );
+      assert.deepEqual(arrDist, {
+        'Number': 3/8,
+        'String': 1/8,
+        'Null': 1/8,
+        'Boolean': 1/8,
+        'Object': 2/8
+      });
+    });
+
+    it('should return the correct count inside the array', function () {
+      assert.equal(arr.count, 8);
+    });
+
+    it('should contain the basic values inside the array', function () {
+      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
+    });
+
+    it('should have a `.fields` alias for convenience', function () {
+      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+    });
+
+  });
+
+});

From 709988cf951c60dde5412769398b2b18b4079916 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:13:30 +1000
Subject: [PATCH 02/42] renamed to use slugcase instead of underscores.

---
 test/{array_object_types.test.js => array-object-types.test.js} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename test/{array_object_types.test.js => array-object-types.test.js} (100%)

diff --git a/test/array_object_types.test.js b/test/array-object-types.test.js
similarity index 100%
rename from test/array_object_types.test.js
rename to test/array-object-types.test.js

From bfeda655730a6d5effd1d42aa75919aee4a804be Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:15:11 +1000
Subject: [PATCH 03/42] defined x once for readability.

---
 test/array_object_types.test.js | 91 +++++++++++++++++++++++++++++++++
 1 file changed, 91 insertions(+)
 create mode 100644 test/array_object_types.test.js

diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
new file mode 100644
index 0000000..c1a649a
--- /dev/null
+++ b/test/array_object_types.test.js
@@ -0,0 +1,91 @@
+var getSchema = require('../');
+var assert = require('assert');
+var _ = require('lodash');
+
+
+describe('arrays and objects as type (INT-203 restructuring)', function () {
+  var docs = [
+    { x: [1, 2, 3] },
+    { x: "foo" },
+    { x: { b: 1 } },
+    { x: [ "bar", null, false ] },
+    { x: [ {c: 1, d: 1}, {c: 2 } ] },
+    { e: 1 }
+  ];
+
+  var schema;
+
+  before(function (done) {
+    schema = getSchema('mixed.mess', docs, done);
+  });
+
+  describe('Field', function () {
+    var x;
+
+    before(function () {
+      x = schema.fields.get('x');
+    });
+
+    it('have the right type distribution of x', function() {
+      var dist = _.zipObject(
+        x.types.pluck('name'),
+        x.types.pluck('probability')
+      );
+      assert.deepEqual(dist, {
+        'Array': 3/6,
+        'String': 1/6,
+        'Object': 1/6,
+        'Undefined': 1/6
+      });
+    });
+
+    it('should contain the basic values of x at Field level', function() {
+      assert.deepEqual(x.values.serialize(), ["foo"]);
+    });
+
+    it('should have an `.fields` alias for convenience', function() {
+      assert.deepEqual(x.fields, x.types.get('Object').fields);
+    });
+  });
+
+
+  describe('Nested Array', function () {
+    var arr;
+
+    before(function () {
+      arr = schema.fields.get('x').types.get('Array');
+    });
+
+    it('should return the lengths of all encountered arrays', function () {
+      assert.deepEqual(arr.lengths, [3, 3, 2]);
+    });
+
+    it('should return the type distribution inside an array', function () {
+      var arrDist = _.zipObject(
+        arr.types.pluck('name'),
+        arr.types.pluck('probability')
+      );
+      assert.deepEqual(arrDist, {
+        'Number': 3/8,
+        'String': 1/8,
+        'Null': 1/8,
+        'Boolean': 1/8,
+        'Object': 2/8
+      });
+    });
+
+    it('should return the correct count inside the array', function () {
+      assert.equal(arr.count, 8);
+    });
+
+    it('should contain the basic values inside the array', function () {
+      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
+    });
+
+    it('should have a `.fields` alias for convenience', function () {
+      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+    });
+
+  });
+
+});

From 4bdd7fe18cd51e9a988016b47c72f021efd6baf5 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:16:45 +1000
Subject: [PATCH 04/42] defined x once for readability.

---
 test/array-object-types.test.js | 14 +++--
 test/array_object_types.test.js | 91 ---------------------------------
 2 files changed, 10 insertions(+), 95 deletions(-)
 delete mode 100644 test/array_object_types.test.js

diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index dc511c1..c1a649a 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -20,10 +20,16 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
   });
 
   describe('Field', function () {
+    var x;
+
+    before(function () {
+      x = schema.fields.get('x');
+    });
+
     it('have the right type distribution of x', function() {
       var dist = _.zipObject(
-        schema.fields.get('x').types.pluck('name'),
-        schema.fields.get('x').types.pluck('probability')
+        x.types.pluck('name'),
+        x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
         'Array': 3/6,
@@ -34,11 +40,11 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should contain the basic values of x at Field level', function() {
-      assert.deepEqual(schema.fields.get('x').values.serialize(), ["foo"]);
+      assert.deepEqual(x.values.serialize(), ["foo"]);
     });
 
     it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(schema.fields.get('x').fields, schema.fields.get('x').types.get('Object').fields);
+      assert.deepEqual(x.fields, x.types.get('Object').fields);
     });
   });
 
diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
deleted file mode 100644
index c1a649a..0000000
--- a/test/array_object_types.test.js
+++ /dev/null
@@ -1,91 +0,0 @@
-var getSchema = require('../');
-var assert = require('assert');
-var _ = require('lodash');
-
-
-describe('arrays and objects as type (INT-203 restructuring)', function () {
-  var docs = [
-    { x: [1, 2, 3] },
-    { x: "foo" },
-    { x: { b: 1 } },
-    { x: [ "bar", null, false ] },
-    { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    { e: 1 }
-  ];
-
-  var schema;
-
-  before(function (done) {
-    schema = getSchema('mixed.mess', docs, done);
-  });
-
-  describe('Field', function () {
-    var x;
-
-    before(function () {
-      x = schema.fields.get('x');
-    });
-
-    it('have the right type distribution of x', function() {
-      var dist = _.zipObject(
-        x.types.pluck('name'),
-        x.types.pluck('probability')
-      );
-      assert.deepEqual(dist, {
-        'Array': 3/6,
-        'String': 1/6,
-        'Object': 1/6,
-        'Undefined': 1/6
-      });
-    });
-
-    it('should contain the basic values of x at Field level', function() {
-      assert.deepEqual(x.values.serialize(), ["foo"]);
-    });
-
-    it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(x.fields, x.types.get('Object').fields);
-    });
-  });
-
-
-  describe('Nested Array', function () {
-    var arr;
-
-    before(function () {
-      arr = schema.fields.get('x').types.get('Array');
-    });
-
-    it('should return the lengths of all encountered arrays', function () {
-      assert.deepEqual(arr.lengths, [3, 3, 2]);
-    });
-
-    it('should return the type distribution inside an array', function () {
-      var arrDist = _.zipObject(
-        arr.types.pluck('name'),
-        arr.types.pluck('probability')
-      );
-      assert.deepEqual(arrDist, {
-        'Number': 3/8,
-        'String': 1/8,
-        'Null': 1/8,
-        'Boolean': 1/8,
-        'Object': 2/8
-      });
-    });
-
-    it('should return the correct count inside the array', function () {
-      assert.equal(arr.count, 8);
-    });
-
-    it('should contain the basic values inside the array', function () {
-      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
-    });
-
-    it('should have a `.fields` alias for convenience', function () {
-      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
-    });
-
-  });
-
-});

From 8af98a2347dbe69aea18bdf8e6db1be26f98b813 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 17:06:25 +1000
Subject: [PATCH 05/42] intermediate checkin, WIP

---
 lib/field-collection.js       |  26 ++++-
 lib/field.js                  | 166 +++++++++++++----------------
 lib/parser.js                 | 146 +++++++++++++-------------
 lib/schema.js                 |  10 +-
 lib/type-collection.js        |  49 +++++++--
 lib/type.js                   | 190 +++++++++++++++++++++++++++-------
 lib/value-collection.js       |   1 +
 lib/value.js                  |   1 +
 test/type-collection.test.js  |  71 +++++++++++++
 test/type.test.js             |  60 +++++++++++
 test/value-collection.test.js |  22 ++++
 11 files changed, 530 insertions(+), 212 deletions(-)
 create mode 100644 test/type-collection.test.js
 create mode 100644 test/type.test.js
 create mode 100644 test/value-collection.test.js

diff --git a/lib/field-collection.js b/lib/field-collection.js
index 8ff84fa..ed3744d 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -1,11 +1,15 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var Field = require('./field');
+var debug = require('debug')('mongodb-schema:field-collection');
 
 /**
  * Container for a list of Fields.
  */
 var FieldCollection = Collection.extend(lodashMixin, {
+  className: 'FieldCollection',
   mainIndex: 'name',
+  model: Field,
   comparator: function (a, b) {
     // make sure _id is always at top, even in presence of uppercase fields
     var aId = a.getId();
@@ -15,8 +19,26 @@ var FieldCollection = Collection.extend(lodashMixin, {
     // otherwise sort case-insensitively
     return (aId.toLowerCase() < bId.toLowerCase()) ? -1 : 1;
   },
-  model: function(attrs, options) {
-    return new attrs.klass(attrs, options);
+  /**
+   * adds a new name/value pair to the correct field, and creates the
+   * field first if it doesn't exist yet. Leave it to field.types to
+   * add the value.
+   *
+   * @param {String} name   name of the field
+   * @param {Any} value     value to be added
+   */
+  addToField: function (name, value) {
+    // get or create field
+    var field = this.get(name);
+    if (!field) {
+      field = this.add({
+        name: name,
+        parent: this.parent
+      });
+    }
+    field.count += 1;
+    field.types.addToType(value);
   }
 });
+
 module.exports = FieldCollection;
diff --git a/lib/field.js b/lib/field.js
index 6b9cfee..667cf52 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -2,13 +2,13 @@ var _ = require('lodash');
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
 var ValueCollection = require('./value-collection');
-var FieldCollection = require('./field-collection');
 var debug = require('debug')('mongodb-schema:field');
 
 /**
  * Describes a single field in the schema based on sampled values.
  */
-var Field = State.extend({
+module.exports = State.extend({
+  className: 'Field',
   idAttribute: 'name',
   props: {
     /**
@@ -28,10 +28,10 @@ var Field = State.extend({
     /**
      * Probability of this field being set.
      */
-    probability: {
-      type: 'number',
-      default: 0
-    },
+    // probability: {
+    //   type: 'number',
+    //   default: 0
+    // },
     /**
      * Number of unique values seen.
      */
@@ -84,6 +84,13 @@ var Field = State.extend({
         return this.types.pluck('name');
       }
     },
+    probability: {
+      deps: ['types.length'],
+      fn: function () {
+        debug('count', this.count, 'parent', this.parent.className, 'pcount', this.parent.count);
+        return this.count / this.parent.count;
+      }
+    },
     /**
      * The total number of documents we would see if always set.
      * This differs from `#count` as it is the value used to calculate
@@ -109,6 +116,18 @@ var Field = State.extend({
       fn: function() {
         return this.unique < this.count;
       }
+    },
+    /**
+     * Convenience alias to access sub-fields. Returns
+     * null if this Field does not have a 'Document' type.
+     * @returns {FieldCollection}
+     */
+    fields: {
+      deps: ['types.length'],
+      fn: function() {
+        var objType = this.types.get('Document');
+        return objType ? objType.fields : null;
+      }
     }
   },
   collections: {
@@ -119,11 +138,7 @@ var Field = State.extend({
     /**
      * A sample of values seen for this field.
      */
-    values: ValueCollection,
-    /**
-     * Child fields.
-     */
-    fields: FieldCollection
+    values: ValueCollection
   },
   /**
    * @constructs Field
@@ -150,9 +165,11 @@ var Field = State.extend({
      * the `type` property to be recalculated correctly.
      */
     this.trigger('change:types.length');
-    this.listenTo(type.values, 'add', this.onValueAdded);
-    this.listenTo(type.values, 'remove', this.onValueRemoved);
-    this.listenTo(type.values, 'reset', this.onValueReset);
+    if (type.values) {
+      this.listenTo(type.values, 'add', this.onValueAdded);
+      this.listenTo(type.values, 'remove', this.onValueRemoved);
+      this.listenTo(type.values, 'reset', this.onValueReset);
+    }
   },
   /**
    * @see Schema#onTypeAdded
@@ -163,9 +180,11 @@ var Field = State.extend({
    */
   onTypeRemoved: function(type) {
     this.trigger('change:types.length');
-    this.stopListening(type.values, 'add', this.onValueAdded);
-    this.stopListening(type.values, 'remove', this.onValueRemoved);
-    this.stopListening(type.values, 'reset', this.onValueReset);
+    if (type.values) {
+      this.stopListening(type.values, 'add', this.onValueAdded);
+      this.stopListening(type.values, 'remove', this.onValueRemoved);
+      this.stopListening(type.values, 'reset', this.onValueReset);
+    }
   },
   onTypeReset: function() {
     this.trigger('change:types.length');
@@ -194,45 +213,45 @@ var Field = State.extend({
    * and make sure all of our child collections are nicely sorted.
    * If we have any subfields, call `commit()` on each of those as well.
    */
-  commit: function() {
-    var newprob;
-    newprob = this.count / this.parent.count;
-    if (newprob !== this.probability) {
-      this.probability = newprob;
-    }
-    var undef = this.types.get('Undefined');
-    if ((this.total - this.count) <= 0) {
-      if(undef){
-        debug('removing extraneous Undefined for `%s`', this.getId());
-        this.types.remove({
-          name: 'Undefined'
-        });
-      }
-      // No undefined types to manage
-    } else {
-      if (!undef) {
-        debug('adding Undefined for `%s`', this.getId());
-        undef = this.types.add({
-          name: 'Undefined',
-          unique: 1
-        });
-      }
-      undef.count = (this.total - this.count);
-      undef.probability = (undef.count - this.count);
-    }
-    this.types.map(function(type) {
-      type.probability = type.count / this.total;
-      type.unique = _.unique(type.values.pluck('value')).length;
-    }.bind(this));
-    this.unique = _.sum(this.types.pluck('unique'));
-    this.types.sort();
+  // commit: function() {
+  //   var newprob;
+  //   newprob = this.count / this.parent.count;
+  //   if (newprob !== this.probability) {
+  //     this.probability = newprob;
+  //   }
+  //   var undef = this.types.get('Undefined');
+  //   if ((this.total - this.count) <= 0) {
+  //     if(undef){
+  //       debug('removing extraneous Undefined for `%s`', this.getId());
+  //       this.types.remove({
+  //         name: 'Undefined'
+  //       });
+  //     }
+  //     // No undefined types to manage
+  //   } else {
+  //     if (!undef) {
+  //       debug('adding Undefined for `%s`', this.getId());
+  //       undef = this.types.add({
+  //         name: 'Undefined',
+  //         unique: 1
+  //       });
+  //     }
+  //     undef.count = (this.total - this.count);
+  //     undef.probability = (undef.count - this.count);
+  //   }
+  //   this.types.map(function(type) {
+  //     type.probability = type.count / this.total;
+  //     type.unique = _.unique(type.values.pluck('value')).length;
+  //   }.bind(this));
+  //   this.unique = _.sum(this.types.pluck('unique'));
+  //   this.types.sort();
 
-    if (this.fields.length > 0) {
-      this.fields.map(function(field) {
-        field.commit();
-      });
-    }
-  },
+  //   if (this.fields.length > 0) {
+  //     this.fields.map(function(field) {
+  //       field.commit();
+  //     });
+  //   }
+  // },
   serialize: function() {
     var res = this.getAttributes({
       props: true,
@@ -247,42 +266,5 @@ var Field = State.extend({
     return res;
   },
 });
-module.exports = Field;
 
-/**
- * A basic field has no descendant fields, such as `String`, `ObjectID`,
- * `Boolean`, or `Date`.
- */
-module.exports.Basic = Field.extend({});
 
-module.exports.EmbeddedArray = Field.extend({
-  props: {
-    type: {
-      type: 'string',
-      default: 'Array'
-    },
-    lengths: {
-      type: 'array',
-      default: function() {
-        return [];
-      }
-    }
-  },
-  derived: {
-    average_length: {
-      deps: ['lengths'],
-      fn: function() {
-        return _.sum(this.lengths) / this.lengths.length;
-      }
-    }
-  }
-});
-
-module.exports.EmbeddedDocument = Field.extend({
-  props: {
-    type: {
-      type: 'string',
-      default: 'Object'
-    }
-  }
-});
diff --git a/lib/parser.js b/lib/parser.js
index 656c10a..360c9a5 100644
--- a/lib/parser.js
+++ b/lib/parser.js
@@ -1,82 +1,84 @@
-var _ = require('lodash');
-var getTypeName = require('./type').getNameFromValue;
-var Field = require('./field');
+// var _ = require('lodash');
 
-function onFieldSampled(schema, name, value) {
-  var typeName = getTypeName(value);
-  if (typeName === 'Array') {
-    onEmbeddedArray(schema, name, typeName, value);
-  } else if (typeName === 'Object') {
-    onEmbeddedDocument(schema, name, typeName, value);
-  } else {
-    onBasicField(schema, name, typeName, value);
-  }
-}
+// var getTypeName = module.exports.getTypeName = function (value) {
+//   var T;
+//   if (_.has(value, '_bsontype')) {
+//     T = value._bsontype;
+//   } else {
+//     T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
+//   }
+//   // don't want to create naming conflict with javascript Object
+//   if (T === 'Object') T = 'Document';
+//   return T;
+// };
 
-function onBasicField(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.Basic,
-      parent: schema
-    });
-  }
-  field.count += 1;
+// var addValueToType = module.exports.addValueToTypes = function (types, value) {
+//   var typeName = getTypeName(value);
+//   // get or create type
+//   var type = types.get(typeName);
+//   if (!type) {
+//     type = types.add({
+//       name: typeName
+//     });
+//   }
+//   type.count += 1;
+//   // leave it to type to add the value
+//   type.addValue(value);
+// };
 
-  var type = field.types.get(typeName);
-  if (!type) {
-    type = field.types.add({
-      name: typeName,
-    });
-  }
-  type.count += 1;
+// module.exports.addValueToFields = function(schema, name, value) {
+//   // get or create field
+//   var field = schema.fields.get(name);
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       parent: schema
+//     });
+//   }
+//   field.count += 1;
 
-  type.values.add({
-    value: value
-  });
-}
+//   addValueToType(field.types, value);
+// };
 
-function onEmbeddedArray(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
 
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.EmbeddedArray,
-      parent: schema
-    });
-  }
+// function onEmbeddedArray(schema, name, typeName, value) {
+//   var field = schema.fields.get(name);
 
-  field.count += 1;
-  field.lengths.push(value.length);
-  field.trigger('change:lengths');
-  _.each(value, function(d) {
-    var typeName = getTypeName(d);
-    if (typeName === 'Object') {
-      _.each(d, function(val, key) {
-        onBasicField(field, key, getTypeName(val), val);
-      });
-    } else {
-      onBasicField(field, '__basic__', typeName, d);
-    }
-  });
-}
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       klass: Field.EmbeddedArray,
+//       parent: schema
+//     });
+//   }
 
-function onEmbeddedDocument(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
+//   field.count += 1;
+//   field.lengths.push(value.length);
+//   field.trigger('change:lengths');
+//   _.each(value, function(d) {
+//     var typeName = getTypeName(d);
+//     if (typeName === 'Object') {
+//       _.each(d, function(val, key) {
+//         onBasicField(field, key, getTypeName(val), val);
+//       });
+//     } else {
+//       onBasicField(field, '__basic__', typeName, d);
+//     }
+//   });
+// }
 
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.EmbeddedDocument,
-      parent: schema
-    });
-  }
-  field.count += 1;
-  _.each(value, function(val, key) {
-    onFieldSampled(field, key, val);
-  });
-}
+// function onEmbeddedDocument(schema, name, typeName, value) {
+//   var field = schema.fields.get(name);
 
-module.exports.parse = onFieldSampled;
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       klass: Field.EmbeddedDocument,
+//       parent: schema
+//     });
+//   }
+//   field.count += 1;
+//   _.each(value, function(val, key) {
+//     onFieldSampled(field, key, val);
+//   });
+// }
diff --git a/lib/schema.js b/lib/schema.js
index 730691a..e79b1de 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,7 +1,6 @@
 var es = require('event-stream');
 var _ = require('lodash');
 var State = require('ampersand-state');
-var parser = require('./parser');
 var FieldCollection = require('./field-collection');
 
 /**
@@ -9,6 +8,7 @@ var FieldCollection = require('./field-collection');
  * @class
  */
 var Schema = State.extend({
+  className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
@@ -26,11 +26,11 @@ var Schema = State.extend({
     var schema = this;
     schema.count += 1;
     _.each(doc, function(val, key) {
-      parser.parse(schema, key, val);
-    });
-    schema.fields.map(function(field) {
-      field.commit();
+      schema.fields.addToField(key, val);
     });
+    // schema.fields.map(function(field) {
+    //   field.commit();
+    // });
     if (_.isFunction(done)) {
       done();
     }
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 606d3a4..dfd26b3 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -1,20 +1,57 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
-var type = require('./type');
 var assert = require('assert');
+var _ = require('lodash');
+var debug = require('debug')('mongodb-schema:type-collection');
+
+var getTypeName = function (value) {
+  var T;
+  if (_.has(value, '_bsontype')) {
+    T = value._bsontype;
+  } else {
+    T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
+  }
+  // don't want to create naming conflict with javascript Object
+  if (T === 'Object') T = 'Document';
+  return T;
+};
 
 module.exports = Collection.extend(lodashMixin, {
+  className: 'TypeCollection',
   mainIndex: 'name',
-  model: function(attrs, options) {
-    var Klass = type[attrs.name];
-    assert(Klass, 'No value type for ' + attrs.name);
-    return new Klass(attrs, options);
-  },
   /**
    * Sort by probability descending, with Undefined always last.
    */
   comparator: function(model) {
     if (model.getId() === 'Undefined') return 0;
     return model.probability * -1;
+  },
+  model: function(attrs, options) {
+    // require ./type at runtime to avoid circular imports, does this work with browserify??
+    var Klass = require('./type')[attrs.name];
+    assert(Klass, 'No value type for ' + attrs.name);
+    return new Klass(attrs, options);
+  },
+  isModel: function(model) {
+    // require ./type at runtime to avoid circular imports, does this work with browserify??
+    return (model instanceof require('./type').Type);
+  },
+  /**
+   * adds a new value to the correct type, and creates the type first
+   * if it doesn't exist yet.
+   *
+   * @param {Any} value   value to be added
+   */
+  addToType: function(value) {
+    var typeName = getTypeName(value);
+    // get or create type
+    var type = this.get(typeName);
+    if (!type) {
+      type = this.add({
+        name: typeName
+      });
+    }
+    // leave it to type to add the value
+    type.addValue(value);
   }
 });
diff --git a/lib/type.js b/lib/type.js
index 2e72514..900a478 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -1,8 +1,16 @@
 var State = require('ampersand-state');
 var _ = require('lodash');
 var ValueCollection = require('./value-collection');
+var FieldCollection = require('./field-collection');
+var TypeCollection = require('./type-collection');
+var debug = require('debug')('mongodb-schema:type');
+var assert = require('assert');
+var format = require('util').format;
 
-var Type = State.extend({
+/**
+ * Generic Type superclass has name, count, probability properties
+ */
+var Type = exports.Type = State.extend({
   idAttribute: 'name',
   props: {
     name: {
@@ -15,7 +23,63 @@ var Type = State.extend({
     probability: {
       type: 'number',
       default: 0
-    },
+    }
+  },
+  derived: {
+    fn: function () {
+      return this.name;
+    }
+  },
+  addValue: function() {
+    this.count += 1;
+  }
+});
+
+
+/**
+ * Constant types are just generic types with the appropriate name.
+ * They do not store any values.
+ */
+var ConstantType = exports.ConstantType = Type.extend({});
+
+exports.Null = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Null'
+    }
+  }
+});
+
+exports.Undefined = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Undefined'
+    }
+  }
+});
+
+exports.MaxKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MaxKey'
+    }
+  }
+});
+
+exports.MinKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MinKey'
+    }
+  }
+});
+
+
+/**
+ * Primitive types store their values and have a .unique counter
+ */
+var PrimitiveType = exports.PrimitiveType = Type.extend({
+  props: {
     unique: {
       type: 'number',
       default: 0
@@ -23,20 +87,18 @@ var Type = State.extend({
   },
   collections: {
     values: ValueCollection
+  },
+  /**
+   * adds the value to the value collection. Just passing it through.
+   * @param {Any} value   value to be added
+   */
+  addValue: function (value) {
+    this.values.add({value: value});
+    this.count += 1;
   }
 });
 
-exports.getNameFromValue = function(value) {
-  var T;
-  if (_.has(value, '_bsontype')) {
-    T = value._bsontype;
-  } else {
-    T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
-  }
-  return T;
-};
-
-exports.String = Type.extend({
+exports.String = PrimitiveType.extend({
   props: {
     name: {
       default: 'String'
@@ -44,7 +106,7 @@ exports.String = Type.extend({
   }
 });
 
-exports.Number = Type.extend({
+exports.Number = PrimitiveType.extend({
   props: {
     name: {
       default: 'Number'
@@ -52,23 +114,23 @@ exports.Number = Type.extend({
   }
 });
 
-exports.Long = Type.extend({
+exports.Double = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Long'
+      default: 'Double'
     }
   }
 });
 
-exports.Null = Type.extend({
+exports.Long = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Null'
+      default: 'Long'
     }
   }
 });
 
-exports.Timestamp = Type.extend({
+exports.Timestamp = PrimitiveType.extend({
   props: {
     name: {
       default: 'Timestamp'
@@ -76,7 +138,7 @@ exports.Timestamp = Type.extend({
   }
 });
 
-exports.Boolean = Type.extend({
+exports.Boolean = PrimitiveType.extend({
   props: {
     name: {
       default: 'Boolean'
@@ -84,7 +146,7 @@ exports.Boolean = Type.extend({
   }
 });
 
-exports.Date = Type.extend({
+exports.Date = PrimitiveType.extend({
   props: {
     name: {
       default: 'Date'
@@ -92,7 +154,7 @@ exports.Date = Type.extend({
   }
 });
 
-exports.ObjectID = Type.extend({
+exports.ObjectID = PrimitiveType.extend({
   props: {
     name: {
       default: 'ObjectID'
@@ -100,52 +162,110 @@ exports.ObjectID = Type.extend({
   }
 });
 
-exports.Undefined = Type.extend({
+exports.Binary = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Undefined'
+      default: 'Binary'
     }
   }
 });
 
-exports.Binary = Type.extend({
+exports.RegExp = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Binary'
+      default: 'RegExp'
     }
   }
 });
 
-exports.MaxKey = Type.extend({
+exports.Symbol = PrimitiveType.extend({
   props: {
     name: {
-      default: 'MaxKey'
+      default: 'Symbol'
     }
   }
 });
 
-exports.MinKey = Type.extend({
+exports.Code = PrimitiveType.extend({
   props: {
     name: {
-      default: 'MinKey'
+      default: 'Code'
+    }
+  }
+});
+
+exports.DBRef = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'DBRef'
     }
   }
 });
 
-exports.Object = Type.extend({
+/**
+ * Documents have sub-fields stored in .fields
+ */
+exports.Document = Type.extend({
   props: {
     name: {
-      type: 'string',
-      default: 'Object'
+      default: 'Document'
     }
+  },
+  collections: {
+    fields: FieldCollection
+  },
+  /**
+   * parse sub-document and add each key/value to this.fields
+   * @param {Object} obj  The sub-document to be parsed
+   */
+  addValue: function(obj) {
+    // parse sub-document and add to this.fields
+    assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
+
+    _.each(obj, function(val, key) {
+      this.fields.addToField(key, val);
+    }.bind(this));
+
+    this.count += 1;
   }
 });
 
-exports.Array = Type.extend({
+
+/**
+ * Arrays have additional .lengths and .average_length properties
+ * and group their values in a nested .types collection
+ */
+module.exports.Array = Type.extend({
   props: {
     name: {
-      type: 'string',
       default: 'Array'
+    },
+    lengths: {
+      type: 'array',
+      default: function() {
+        return [];
+      }
+    }
+  },
+  derived: {
+    average_length: {
+      deps: ['lengths'],
+      fn: function() {
+        return _.sum(this.lengths) / this.lengths.length;
+      }
     }
+  },
+  addValue: function(arr) {
+    assert(_.isArray(arr), format('value must be array, got `%s`', arr));
+
+    _.each(arr, function (val) {
+      this.types.addToType(val);
+    }.bind(this));
+
+    this.count += arr.length;
+  },
+  collections: {
+    types: TypeCollection
   }
 });
+
diff --git a/lib/value-collection.js b/lib/value-collection.js
index 076d81a..3bf4a25 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -3,6 +3,7 @@ var lodashMixin = require('ampersand-collection-lodash-mixin');
 var Value = require('./value');
 
 module.exports = Collection.extend(lodashMixin, {
+  className: 'ValueCollection',
   mainIndex: 'id',
   model: Value,
   serialize: function() {
diff --git a/lib/value.js b/lib/value.js
index 943ac5e..86927f3 100644
--- a/lib/value.js
+++ b/lib/value.js
@@ -1,6 +1,7 @@
 var State = require('ampersand-state');
 
 module.exports = State.extend({
+  className: 'Value',
   idAttribute: 'id',
   props: {
     id: {
diff --git a/test/type-collection.test.js b/test/type-collection.test.js
new file mode 100644
index 0000000..4482749
--- /dev/null
+++ b/test/type-collection.test.js
@@ -0,0 +1,71 @@
+var TypeCollection = require('../lib/type-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:type-collection');
+var bson = require('bson');
+
+
+describe('TypeCollection', function () {
+  var types;
+  beforeEach(function () {
+    types = new TypeCollection();
+  });
+
+  it('should create types automatically with .addToType', function() {
+    types.addToType("i'm a string");
+    assert.ok(types.get('String'));
+    assert.equal(types.get('String').count, 1);
+  });
+
+  it('should use existing types with .addToType', function() {
+    types.addToType(2);
+    types.addToType(3);
+
+    assert.ok(types.get('Number'));
+    assert.equal(types.get('Number').count, 2);
+    assert.deepEqual(types.get('Number').values.serialize(), [2, 3]);
+  });
+
+  it('should work with any type of primitive value', function() {
+    types.addToType(1);
+    types.addToType("str");
+    types.addToType(true);
+    types.addToType(null);
+    types.addToType(undefined);
+    types.addToType(new Date(2015, 1, 1));
+    types.addToType(/^foo*/i);
+    types.addToType(new bson.ObjectID());
+    types.addToType(new bson.Long());
+    types.addToType(new bson.Double());
+    types.addToType(new bson.Timestamp());
+    types.addToType(new bson.Symbol());
+    types.addToType(new bson.Code());
+    types.addToType(new bson.MinKey());
+    types.addToType(new bson.MaxKey());
+    types.addToType(new bson.DBRef());
+    types.addToType(new bson.Binary());
+
+    assert.equal(types.length, 17);
+    assert.equal(_.unique(types.pluck('name')).length, 17);
+  });
+
+  it('should add array values correctly', function () {
+    types.addToType([1, 2, 3]);
+    assert.ok(types.get('Array'));
+    assert.equal(types.get('Array').count, 3);
+    assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3]);
+  });
+
+  it('should count array values correctly', function () {
+    types.addToType([1, 2, 3]);
+    types.addToType("foo");
+    types.addToType([4]);
+    types.addToType(5);
+
+    assert.ok(types.get('Array'));
+    assert.equal(types.get('Array').count, 4);
+    assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3, 4]);
+    assert.deepEqual(types.get('Number').count, 1);
+    assert.deepEqual(types.get('String').count, 1);
+  });
+});
diff --git a/test/type.test.js b/test/type.test.js
new file mode 100644
index 0000000..4336b11
--- /dev/null
+++ b/test/type.test.js
@@ -0,0 +1,60 @@
+var type = require('../lib/type');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:type');
+
+describe('Array', function () {
+  var arr;
+  beforeEach(function () {
+    arr = new type.Array();
+  });
+  it('should be constructable', function () {
+    assert.ok(arr);
+  });
+
+  it('should add values of a single type to the correct type', function () {
+    arr.addValue([5, 2, 5, 5, 0]);
+    assert.deepEqual(arr.types.get('Number').values.serialize(), [5, 2, 5, 5, 0]);
+  });
+
+  it('should throw if the value is not an array', function () {
+    assert.throws(function() {
+      arr.addValue(5);
+    });
+  });
+
+  it('should add values of a mixed types to the correct types', function () {
+    arr.addValue([false, "foo", true, "bar"]);
+    assert.deepEqual(arr.types.get('Boolean').values.serialize(), [false, true]);
+    assert.deepEqual(arr.types.get('String').values.serialize(), ["foo", "bar"]);
+  });
+});
+
+
+describe('Document', function () {
+  var doc;
+  beforeEach(function () {
+    doc = new type.Document();
+  });
+  it('should be constructable', function () {
+    assert.ok(doc);
+  });
+
+  it('should throw if the value is not an object', function () {
+    assert.throws(function () {
+      doc.addValue([1, 2, 3]);
+    });
+  });
+
+  it('should add fields recursively', function () {
+    doc.addValue({foo: 1});
+    doc.addValue({foo: 2});
+    doc.addValue({foo: 3});
+    doc.addValue({foo: 'hello', bar: 'good bye'});
+    assert.ok(doc.fields.get('foo'));
+    assert.deepEqual(doc.fields.get('foo').values.serialize(), [1, 2, 3, 'hello']);
+    assert.deepEqual(doc.fields.get('foo').types.get('Number').values.serialize(), [1, 2, 3]);
+    assert.deepEqual(doc.fields.get('foo').types.get('String').values.serialize(), ['hello']);
+    assert.deepEqual(doc.fields.get('bar').types.get('String').values.serialize(), ['good bye']);
+  });
+});
+
diff --git a/test/value-collection.test.js b/test/value-collection.test.js
new file mode 100644
index 0000000..b0dc89b
--- /dev/null
+++ b/test/value-collection.test.js
@@ -0,0 +1,22 @@
+var ValueCollection = require('../lib/value-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:value-collection');
+
+describe('ValueCollection', function () {
+  var collection;
+  before(function () {
+    collection = new ValueCollection([
+      {value: 0},
+      {value: ""},
+      {value: null},
+      {value: false},
+      {value: []},
+      {value: {}}
+    ], {parse: true});
+  })
+  it('should accept any type of value', function () {
+    assert.deepEqual(collection.serialize(), [0, '', null, false, [], {}]);
+    assert.equal(collection.length, 6);
+  });
+});

From ff91c05ac64faf441b12094502ba8455f527f4d2 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 18:25:33 +1000
Subject: [PATCH 06/42] added parentMixin to collections

---
 lib/collection-parent-mixin.js | 12 ++++++++++++
 lib/field-collection.js        |  3 ++-
 lib/type-collection.js         |  3 ++-
 lib/value-collection.js        |  3 ++-
 4 files changed, 18 insertions(+), 3 deletions(-)
 create mode 100644 lib/collection-parent-mixin.js

diff --git a/lib/collection-parent-mixin.js b/lib/collection-parent-mixin.js
new file mode 100644
index 0000000..d2a712a
--- /dev/null
+++ b/lib/collection-parent-mixin.js
@@ -0,0 +1,12 @@
+var _ = require('lodash');
+var AmpersandCollection = require('ampersand-collection');
+
+module.exports = {
+  set: function (models, options) {
+    // set model parent to collection's parent
+    options = _.defaults({
+      parent: this.parent
+    }, options || {});
+    return AmpersandCollection.prototype.set.call(this, models, options);
+  }
+};
diff --git a/lib/field-collection.js b/lib/field-collection.js
index ed3744d..00404f4 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -1,12 +1,13 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var Field = require('./field');
 var debug = require('debug')('mongodb-schema:field-collection');
 
 /**
  * Container for a list of Fields.
  */
-var FieldCollection = Collection.extend(lodashMixin, {
+var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
   className: 'FieldCollection',
   mainIndex: 'name',
   model: Field,
diff --git a/lib/type-collection.js b/lib/type-collection.js
index dfd26b3..73d2606 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -1,5 +1,6 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var assert = require('assert');
 var _ = require('lodash');
 var debug = require('debug')('mongodb-schema:type-collection');
@@ -16,7 +17,7 @@ var getTypeName = function (value) {
   return T;
 };
 
-module.exports = Collection.extend(lodashMixin, {
+module.exports = Collection.extend(lodashMixin, parentMixin, {
   className: 'TypeCollection',
   mainIndex: 'name',
   /**
diff --git a/lib/value-collection.js b/lib/value-collection.js
index 3bf4a25..ea5422e 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -1,8 +1,9 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var Value = require('./value');
 
-module.exports = Collection.extend(lodashMixin, {
+module.exports = Collection.extend(lodashMixin, parentMixin, {
   className: 'ValueCollection',
   mainIndex: 'id',
   model: Value,

From e3b40109d097d28abe3f8e596515d066d20195c9 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 18:26:24 +1000
Subject: [PATCH 07/42] verify parent is passed down to values.

---
 test/type-collection.test.js  |  7 +++++++
 test/value-collection.test.js | 15 +++++++++++++--
 2 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/test/type-collection.test.js b/test/type-collection.test.js
index 4482749..e58c2b2 100644
--- a/test/type-collection.test.js
+++ b/test/type-collection.test.js
@@ -1,4 +1,5 @@
 var TypeCollection = require('../lib/type-collection');
+var Field = require('../lib/field');
 var _ = require('lodash');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:type-collection');
@@ -26,6 +27,12 @@ describe('TypeCollection', function () {
     assert.deepEqual(types.get('Number').values.serialize(), [2, 3]);
   });
 
+  it('should pass collection\'s parent down to the values', function () {
+    var field = new Field({name: 'myfield'});
+    field.types.addToType('some string');
+    assert.equal(field.types.get('String').parent, field);
+  });
+
   it('should work with any type of primitive value', function() {
     types.addToType(1);
     types.addToType("str");
diff --git a/test/value-collection.test.js b/test/value-collection.test.js
index b0dc89b..6d7949f 100644
--- a/test/value-collection.test.js
+++ b/test/value-collection.test.js
@@ -1,10 +1,12 @@
 var ValueCollection = require('../lib/value-collection');
+var NumberType = require('../lib/type').Number;
 var _ = require('lodash');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:value-collection');
 
 describe('ValueCollection', function () {
   var collection;
+
   before(function () {
     collection = new ValueCollection([
       {value: 0},
@@ -13,10 +15,19 @@ describe('ValueCollection', function () {
       {value: false},
       {value: []},
       {value: {}}
-    ], {parse: true});
-  })
+    ]);
+  });
+
   it('should accept any type of value', function () {
     assert.deepEqual(collection.serialize(), [0, '', null, false, [], {}]);
     assert.equal(collection.length, 6);
   });
+
+  it('should pass collection\'s parent down to the values', function () {
+    var num = new NumberType(null);
+    num.values.reset([
+      {value: 250}
+    ]);
+    assert.equal(num.values.at(0).parent, num);
+  });
 });

From fde44033ff46bb356e2e9188d7d0360c1f462073 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 19:13:10 +1000
Subject: [PATCH 08/42] added test for field-collection

---
 test/field-collection.test.js | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)
 create mode 100644 test/field-collection.test.js

diff --git a/test/field-collection.test.js b/test/field-collection.test.js
new file mode 100644
index 0000000..0bd5f69
--- /dev/null
+++ b/test/field-collection.test.js
@@ -0,0 +1,25 @@
+var Document = require('../lib/type').Document;
+var FieldCollection = require('../lib/field-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:field-collection');
+
+describe('FieldCollection', function () {
+  var collection;
+
+  before(function () {
+    collection = new FieldCollection();
+  });
+
+  it('should create new field if the field name is not present', function () {
+    collection.addToField('foo', 1);
+    assert.ok(collection.get('foo'));
+    assert.equal(collection.length, 1);
+  });
+
+  it('should pass down collection\'s parent to its values', function () {
+    var doc = new Document();
+    doc.addValue({foo: 1, bar: 1});
+    assert.equal(doc.fields.get('foo').parent, doc);
+  });
+});

From d9ad384c884e7551ab6a29dd71624743731e5968 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 19:21:40 +1000
Subject: [PATCH 09/42] renamed addValue to parse, schema = document

---
 lib/field.js                  |  8 ++++++--
 lib/schema.js                 | 34 +++++-----------------------------
 lib/type-collection.js        |  2 +-
 lib/type.js                   |  8 ++++----
 test/field-collection.test.js |  2 +-
 test/type.test.js             | 16 ++++++++--------
 6 files changed, 25 insertions(+), 45 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index 667cf52..bef1f8a 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -87,7 +87,7 @@ module.exports = State.extend({
     probability: {
       deps: ['types.length'],
       fn: function () {
-        debug('count', this.count, 'parent', this.parent.className, 'pcount', this.parent.count);
+        if (!this.parent) return null;
         return this.count / this.parent.count;
       }
     },
@@ -100,7 +100,11 @@ module.exports = State.extend({
       deps: ['count', 'probability'],
       fn: function() {
         if (this.probability === 1) return this.count;
-        var parentIsArray = this.collection.parent.type === 'Array';
+
+        var parentIsArray = false;
+        if (this.collection && this.collection.parent) {
+          parentIsArray = this.collection.parent.type === 'Array';
+        }
         if (parentIsArray) {
           return _.sum(this.types.pluck('count'));
         }
diff --git a/lib/schema.js b/lib/schema.js
index e79b1de..ea3c607 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,46 +1,22 @@
 var es = require('event-stream');
-var _ = require('lodash');
-var State = require('ampersand-state');
-var FieldCollection = require('./field-collection');
+var Document = require('./type').Document;
 
 /**
- * The top level schema state.
- * @class
+ * The top level schema document
  */
-var Schema = State.extend({
+var Schema = Document.extend({
   className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
       type: 'string'
-    },
-    count: {
-      type: 'number',
-      default: 0
-    }
-  },
-  collections: {
-    fields: FieldCollection
-  },
-  parse: function(doc, done) {
-    var schema = this;
-    schema.count += 1;
-    _.each(doc, function(val, key) {
-      schema.fields.addToField(key, val);
-    });
-    // schema.fields.map(function(field) {
-    //   field.commit();
-    // });
-    if (_.isFunction(done)) {
-      done();
     }
   },
   stream: function() {
     var schema = this;
     return es.map(function(doc, done) {
-      schema.parse(doc, function(err) {
-        done(err, doc);
-      });
+      schema.parse(doc);
+      done();
     });
   }
 });
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 73d2606..1ff0b42 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -53,6 +53,6 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
       });
     }
     // leave it to type to add the value
-    type.addValue(value);
+    type.parse(value);
   }
 });
diff --git a/lib/type.js b/lib/type.js
index 900a478..05b1999 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -30,7 +30,7 @@ var Type = exports.Type = State.extend({
       return this.name;
     }
   },
-  addValue: function() {
+  parse: function() {
     this.count += 1;
   }
 });
@@ -92,7 +92,7 @@ var PrimitiveType = exports.PrimitiveType = Type.extend({
    * adds the value to the value collection. Just passing it through.
    * @param {Any} value   value to be added
    */
-  addValue: function (value) {
+  parse: function (value) {
     this.values.add({value: value});
     this.count += 1;
   }
@@ -218,7 +218,7 @@ exports.Document = Type.extend({
    * parse sub-document and add each key/value to this.fields
    * @param {Object} obj  The sub-document to be parsed
    */
-  addValue: function(obj) {
+  parse: function(obj) {
     // parse sub-document and add to this.fields
     assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
 
@@ -255,7 +255,7 @@ module.exports.Array = Type.extend({
       }
     }
   },
-  addValue: function(arr) {
+  parse: function(arr) {
     assert(_.isArray(arr), format('value must be array, got `%s`', arr));
 
     _.each(arr, function (val) {
diff --git a/test/field-collection.test.js b/test/field-collection.test.js
index 0bd5f69..0ac786b 100644
--- a/test/field-collection.test.js
+++ b/test/field-collection.test.js
@@ -19,7 +19,7 @@ describe('FieldCollection', function () {
 
   it('should pass down collection\'s parent to its values', function () {
     var doc = new Document();
-    doc.addValue({foo: 1, bar: 1});
+    doc.parse({foo: 1, bar: 1});
     assert.equal(doc.fields.get('foo').parent, doc);
   });
 });
diff --git a/test/type.test.js b/test/type.test.js
index 4336b11..5f12465 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -12,18 +12,18 @@ describe('Array', function () {
   });
 
   it('should add values of a single type to the correct type', function () {
-    arr.addValue([5, 2, 5, 5, 0]);
+    arr.parse([5, 2, 5, 5, 0]);
     assert.deepEqual(arr.types.get('Number').values.serialize(), [5, 2, 5, 5, 0]);
   });
 
   it('should throw if the value is not an array', function () {
     assert.throws(function() {
-      arr.addValue(5);
+      arr.parse(5);
     });
   });
 
   it('should add values of a mixed types to the correct types', function () {
-    arr.addValue([false, "foo", true, "bar"]);
+    arr.parse([false, "foo", true, "bar"]);
     assert.deepEqual(arr.types.get('Boolean').values.serialize(), [false, true]);
     assert.deepEqual(arr.types.get('String').values.serialize(), ["foo", "bar"]);
   });
@@ -41,15 +41,15 @@ describe('Document', function () {
 
   it('should throw if the value is not an object', function () {
     assert.throws(function () {
-      doc.addValue([1, 2, 3]);
+      doc.parse([1, 2, 3]);
     });
   });
 
   it('should add fields recursively', function () {
-    doc.addValue({foo: 1});
-    doc.addValue({foo: 2});
-    doc.addValue({foo: 3});
-    doc.addValue({foo: 'hello', bar: 'good bye'});
+    doc.parse({foo: 1});
+    doc.parse({foo: 2});
+    doc.parse({foo: 3});
+    doc.parse({foo: 'hello', bar: 'good bye'});
     assert.ok(doc.fields.get('foo'));
     assert.deepEqual(doc.fields.get('foo').values.serialize(), [1, 2, 3, 'hello']);
     assert.deepEqual(doc.fields.get('foo').types.get('Number').values.serialize(), [1, 2, 3]);

From 12823e303c976b91e108ebcfbb11a4e31cbb1235 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 20:10:31 +1000
Subject: [PATCH 10/42] schema name, parents working, array prob

---
 lib/field.js                    | 31 ++++++++++++-----------
 lib/schema.js                   |  4 ++-
 lib/type.js                     | 22 ++++++++++------
 test/array-object-types.test.js | 16 ++++++------
 test/schema.test.js             | 45 +++++++++++++++++++++++++++++++++
 5 files changed, 86 insertions(+), 32 deletions(-)
 create mode 100644 test/schema.test.js

diff --git a/lib/field.js b/lib/field.js
index bef1f8a..0502d3a 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -85,7 +85,8 @@ module.exports = State.extend({
       }
     },
     probability: {
-      deps: ['types.length'],
+      deps: ['count', 'parent.count'],
+      cache: false,
       fn: function () {
         if (!this.parent) return null;
         return this.count / this.parent.count;
@@ -96,21 +97,21 @@ module.exports = State.extend({
      * This differs from `#count` as it is the value used to calculate
      * the probability of this field's children.  @see #commit()
      */
-    total: {
-      deps: ['count', 'probability'],
-      fn: function() {
-        if (this.probability === 1) return this.count;
+    // total: {
+    //   deps: ['count', 'probability'],
+    //   fn: function() {
+    //     if (this.probability === 1) return this.count;
 
-        var parentIsArray = false;
-        if (this.collection && this.collection.parent) {
-          parentIsArray = this.collection.parent.type === 'Array';
-        }
-        if (parentIsArray) {
-          return _.sum(this.types.pluck('count'));
-        }
-        return (this.count / this.probability);
-      }
-    },
+    //     var parentIsArray = false;
+    //     if (this.collection && this.collection.parent) {
+    //       parentIsArray = this.collection.parent.type === 'Array';
+    //     }
+    //     if (parentIsArray) {
+    //       return _.sum(this.types.pluck('count'));
+    //     }
+    //     return (this.count / this.probability);
+    //   }
+    // },
     /**
      * Does this field contain any duplicate values?
      * @returns {Boolean}
diff --git a/lib/schema.js b/lib/schema.js
index ea3c607..f4a3346 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -5,11 +5,13 @@ var Document = require('./type').Document;
  * The top level schema document
  */
 var Schema = Document.extend({
-  className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
       type: 'string'
+    },
+    name: {
+      default: 'Schema'
     }
   },
   stream: function() {
diff --git a/lib/type.js b/lib/type.js
index 05b1999..8f3b2f5 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -19,16 +19,22 @@ var Type = exports.Type = State.extend({
     count: {
       type: 'number',
       default: 0
-    },
-    probability: {
-      type: 'number',
-      default: 0
     }
   },
   derived: {
-    fn: function () {
-      return this.name;
-    }
+    className: {
+      fn: function () {
+        return this.name;
+      }
+    },
+    probability: {
+      // deps: ['count', 'parent.count'],
+      cache: false,
+      fn: function () {
+        if (!this.parent) return null;
+        return this.count / this.parent.count;
+      }
+    },
   },
   parse: function() {
     this.count += 1;
@@ -262,7 +268,7 @@ module.exports.Array = Type.extend({
       this.types.addToType(val);
     }.bind(this));
 
-    this.count += arr.length;
+    this.count += 1;
   },
   collections: {
     types: TypeCollection
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index c1a649a..bc1b3c1 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -10,7 +10,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     { x: { b: 1 } },
     { x: [ "bar", null, false ] },
     { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    { e: 1 }
+    // { e: 1 }
   ];
 
   var schema;
@@ -32,10 +32,10 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
-        'Array': 3/6,
-        'String': 1/6,
-        'Object': 1/6,
-        'Undefined': 1/6
+        'Array': 3/5,
+        'String': 1/5,
+        'Document': 1/5,
+        // 'Undefined': 1/6
       });
     });
 
@@ -44,7 +44,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(x.fields, x.types.get('Object').fields);
+      assert.deepEqual(x.fields, x.types.get('Document').fields);
     });
   });
 
@@ -70,7 +70,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         'String': 1/8,
         'Null': 1/8,
         'Boolean': 1/8,
-        'Object': 2/8
+        'Document': 2/8
       });
     });
 
@@ -83,7 +83,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should have a `.fields` alias for convenience', function () {
-      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+      assert.deepEqual(arr.fields, arr.types.get('Document').fields);
     });
 
   });
diff --git a/test/schema.test.js b/test/schema.test.js
new file mode 100644
index 0000000..3529342
--- /dev/null
+++ b/test/schema.test.js
@@ -0,0 +1,45 @@
+var Schema = require('../lib/schema');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:schema');
+
+
+describe('Schema', function () {
+  var schema;
+  beforeEach(function () {
+    schema = new Schema();
+  });
+
+  it('should be constructable', function() {
+    assert.ok(schema);
+  });
+
+  it('should parse a simple document', function () {
+    schema.parse({foo: 1});
+    assert.ok(schema.fields.get('foo'));
+    assert.equal(schema.count, 1);
+  });
+
+  it('should parse a nested document', function () {
+    schema.parse({foo: {bar: 1}});
+    assert.ok(schema.fields.get('foo'));
+    assert.ok(schema.fields.get('foo').types.get('Document').fields.get('bar'));
+    assert.equal(schema.count, 1);
+    assert.equal(schema.fields.get('foo').types.get('Document').count, 1);
+  });
+
+  it('should set up the parent tree all the way down', function () {
+    schema.parse({foo: {bar: [1, 2, 3]}});
+    var foo = schema.fields.get('foo');
+    assert.equal(foo.parent, schema);
+    var subdoc = foo.types.get('Document');
+    assert.equal(subdoc.parent, foo);
+    var bar = subdoc.fields.get('bar');
+    assert.equal(bar.parent, subdoc);
+    var arr = bar.types.get('Array');
+    assert.equal(arr.parent, bar);
+    var num = arr.types.get('Number');
+    assert.equal(num.parent, arr);
+    var val = num.values.at(0);
+    assert.equal(val.parent, num);
+  });
+});

From c51a3b6fc7c0f779a1572a9af965d148e55af650 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 20:40:08 +1000
Subject: [PATCH 11/42] added "Undefined" handling, total_count

---
 lib/field.js                    |  1 -
 lib/type.js                     | 31 ++++++++++++++++++++++++++-----
 test/array-object-types.test.js | 28 ++++++++++++++--------------
 3 files changed, 40 insertions(+), 20 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index 0502d3a..8e35596 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -86,7 +86,6 @@ module.exports = State.extend({
     },
     probability: {
       deps: ['count', 'parent.count'],
-      cache: false,
       fn: function () {
         if (!this.parent) return null;
         return this.count / this.parent.count;
diff --git a/lib/type.js b/lib/type.js
index 8f3b2f5..7422354 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -32,7 +32,7 @@ var Type = exports.Type = State.extend({
       cache: false,
       fn: function () {
         if (!this.parent) return null;
-        return this.count / this.parent.count;
+        return this.count / (this.parent.total_count || this.parent.count);
       }
     },
   },
@@ -228,8 +228,10 @@ exports.Document = Type.extend({
     // parse sub-document and add to this.fields
     assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
 
-    _.each(obj, function(val, key) {
-      this.fields.addToField(key, val);
+    // make sure to handle undefined values too
+    var union = _.union(_.keys(obj), this.fields.pluck('name'));
+    _.each(union, function(key) {
+      this.fields.addToField(key, obj[key]);
     }.bind(this));
 
     this.count += 1;
@@ -254,10 +256,28 @@ module.exports.Array = Type.extend({
     }
   },
   derived: {
+    total_count: {
+      cache: false,
+      fn: function() {
+        return _.sum(this.lengths);
+      }
+    },
     average_length: {
-      deps: ['lengths'],
+      deps: ['count'],
+      fn: function() {
+        return this.total_count / this.count;
+      }
+    },
+    /**
+     * Convenience alias to access sub-fields. Returns
+     * null if this Field does not have a 'Document' type.
+     * @returns {FieldCollection}
+     */
+    fields: {
+      deps: ['types.length'],
       fn: function() {
-        return _.sum(this.lengths) / this.lengths.length;
+        var objType = this.types.get('Document');
+        return objType ? objType.fields : null;
       }
     }
   },
@@ -268,6 +288,7 @@ module.exports.Array = Type.extend({
       this.types.addToType(val);
     }.bind(this));
 
+    this.lengths.push(arr.length);
     this.count += 1;
   },
   collections: {
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index bc1b3c1..b53bbfd 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -10,7 +10,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     { x: { b: 1 } },
     { x: [ "bar", null, false ] },
     { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    // { e: 1 }
+    { e: 1 }
   ];
 
   var schema;
@@ -32,10 +32,10 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
-        'Array': 3/5,
-        'String': 1/5,
-        'Document': 1/5,
-        // 'Undefined': 1/6
+        'Array': 3/6,
+        'String': 1/6,
+        'Document': 1/6,
+        'Undefined': 1/6
       });
     });
 
@@ -56,10 +56,18 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
       arr = schema.fields.get('x').types.get('Array');
     });
 
-    it('should return the lengths of all encountered arrays', function () {
+    it('should return the lengths of all encountered arrays', function() {
       assert.deepEqual(arr.lengths, [3, 3, 2]);
     });
 
+    it('should return the probability of x being an array', function(){
+      assert.equal(arr.probability, 3/6);
+    });
+
+    it('should return the total count of all containing values', function() {
+      assert.equal(arr.total_count, 8);
+    });
+
     it('should return the type distribution inside an array', function () {
       var arrDist = _.zipObject(
         arr.types.pluck('name'),
@@ -74,14 +82,6 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
       });
     });
 
-    it('should return the correct count inside the array', function () {
-      assert.equal(arr.count, 8);
-    });
-
-    it('should contain the basic values inside the array', function () {
-      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
-    });
-
     it('should have a `.fields` alias for convenience', function () {
       assert.deepEqual(arr.fields, arr.types.get('Document').fields);
     });

From 7d00798b8b5695ec8fc61dfc1c7461b6d51aca27 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 23:30:57 +1000
Subject: [PATCH 12/42] undefined, end trigger, probabilities

---
 lib/collection-parent-mixin.js    |   4 +-
 lib/field-collection.js           |  11 ++-
 lib/field.js                      | 151 ++----------------------------
 lib/parser.js                     |  84 -----------------
 lib/schema.js                     |   9 +-
 lib/type-collection.js            |   5 +
 test/basic-embedded-array.test.js |   7 +-
 test/schema.test.js               |  12 +++
 test/type-collection.test.js      |   6 +-
 9 files changed, 51 insertions(+), 238 deletions(-)
 delete mode 100644 lib/parser.js

diff --git a/lib/collection-parent-mixin.js b/lib/collection-parent-mixin.js
index d2a712a..3f27465 100644
--- a/lib/collection-parent-mixin.js
+++ b/lib/collection-parent-mixin.js
@@ -1,9 +1,11 @@
 var _ = require('lodash');
 var AmpersandCollection = require('ampersand-collection');
 
+/**
+ * Collection with this mixin passes its parent down to its values
+ */
 module.exports = {
   set: function (models, options) {
-    // set model parent to collection's parent
     options = _.defaults({
       parent: this.parent
     }, options || {});
diff --git a/lib/field-collection.js b/lib/field-collection.js
index 00404f4..a17f128 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -36,8 +36,17 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
         name: name,
         parent: this.parent
       });
+      // first time we saw this field. We need to compensate for
+      // the undefined values we missed so far.
+      if (this.parent && this.parent.count > 0) {
+        var undef = field.types.add({name: 'Undefined'});
+        undef.count += this.parent.count;
+      }
     }
-    field.count += 1;
+    // undefined are not counted towards the field's count
+    if(value !== undefined) field.count += 1;
+    // but they are counted towards the field's total_count
+    field.total_count += 1;
     field.types.addToType(value);
   }
 });
diff --git a/lib/field.js b/lib/field.js
index 8e35596..320f5c3 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -1,4 +1,3 @@
-var _ = require('lodash');
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
 var ValueCollection = require('./value-collection');
@@ -26,12 +25,12 @@ module.exports = State.extend({
       default: 0
     },
     /**
-     * Probability of this field being set.
+     * Number of counts of all children types, including Undefined
      */
-    // probability: {
-    //   type: 'number',
-    //   default: 0
-    // },
+    total_count: {
+      type: 'number',
+      default: 0
+    },
     /**
      * Number of unique values seen.
      */
@@ -91,26 +90,6 @@ module.exports = State.extend({
         return this.count / this.parent.count;
       }
     },
-    /**
-     * The total number of documents we would see if always set.
-     * This differs from `#count` as it is the value used to calculate
-     * the probability of this field's children.  @see #commit()
-     */
-    // total: {
-    //   deps: ['count', 'probability'],
-    //   fn: function() {
-    //     if (this.probability === 1) return this.count;
-
-    //     var parentIsArray = false;
-    //     if (this.collection && this.collection.parent) {
-    //       parentIsArray = this.collection.parent.type === 'Array';
-    //     }
-    //     if (parentIsArray) {
-    //       return _.sum(this.types.pluck('count'));
-    //     }
-    //     return (this.count / this.probability);
-    //   }
-    // },
     /**
      * Does this field contain any duplicate values?
      * @returns {Boolean}
@@ -144,129 +123,13 @@ module.exports = State.extend({
      */
     values: ValueCollection
   },
-  /**
-   * @constructs Field
-   */
-  initialize: function() {
-    this.listenTo(this.types, 'add', this.onTypeAdded);
-    this.listenTo(this.types, 'remove', this.onTypeRemoved);
-    this.listenTo(this.types, 'reset refresh', this.onTypeReset);
-  },
-  /**
-   * When new types are added, trigger a change event to recalculate `this.type`
-   * and add listeners so any operations on `type.values` are reflected on
-   * `this.values`.
-   *
-   * @param {Type} type that's being added.
-   * @param {TypeCollection} collection the type was added to.
-   * @param {Object} options
-   */
-  onTypeAdded: function(type) {
-    /**
-     * Currently have to manually trigger events on collections so
-     * derived properties are recalculated at the right time.
-     * In this case, triggering `change:types.length` will cause
-     * the `type` property to be recalculated correctly.
-     */
-    this.trigger('change:types.length');
-    if (type.values) {
-      this.listenTo(type.values, 'add', this.onValueAdded);
-      this.listenTo(type.values, 'remove', this.onValueRemoved);
-      this.listenTo(type.values, 'reset', this.onValueReset);
-    }
-  },
-  /**
-   * @see Schema#onTypeAdded
-   *
-   * @param {Type} type being removed.
-   * @param {TypeCollection} collection it was removed from.
-   * @param {Object} options
-   */
-  onTypeRemoved: function(type) {
-    this.trigger('change:types.length');
-    if (type.values) {
-      this.stopListening(type.values, 'add', this.onValueAdded);
-      this.stopListening(type.values, 'remove', this.onValueRemoved);
-      this.stopListening(type.values, 'reset', this.onValueReset);
-    }
-  },
-  onTypeReset: function() {
-    this.trigger('change:types.length');
-  },
-  /**
-   * @param {ValueCollection} collection the value was added to.
-   * @param {Value} value being added.
-   * @param {Object} options
-   */
-  onValueAdded: function(value) {
-    this.values.add(value);
-  },
-  /**
-   * @param {ValueCollection} collection the value was removed from.
-   * @param {Value} value being removed.
-   * @param {Object} options
-   */
-  onValueRemoved: function(value) {
-    this.values.remove(value);
-  },
-  onValueReset: function() {
-    this.values.reset();
-  },
-  /**
-   * We've finished parsing a new document! Finalize all of the probabilities
-   * and make sure all of our child collections are nicely sorted.
-   * If we have any subfields, call `commit()` on each of those as well.
-   */
-  // commit: function() {
-  //   var newprob;
-  //   newprob = this.count / this.parent.count;
-  //   if (newprob !== this.probability) {
-  //     this.probability = newprob;
-  //   }
-  //   var undef = this.types.get('Undefined');
-  //   if ((this.total - this.count) <= 0) {
-  //     if(undef){
-  //       debug('removing extraneous Undefined for `%s`', this.getId());
-  //       this.types.remove({
-  //         name: 'Undefined'
-  //       });
-  //     }
-  //     // No undefined types to manage
-  //   } else {
-  //     if (!undef) {
-  //       debug('adding Undefined for `%s`', this.getId());
-  //       undef = this.types.add({
-  //         name: 'Undefined',
-  //         unique: 1
-  //       });
-  //     }
-  //     undef.count = (this.total - this.count);
-  //     undef.probability = (undef.count - this.count);
-  //   }
-  //   this.types.map(function(type) {
-  //     type.probability = type.count / this.total;
-  //     type.unique = _.unique(type.values.pluck('value')).length;
-  //   }.bind(this));
-  //   this.unique = _.sum(this.types.pluck('unique'));
-  //   this.types.sort();
-
-  //   if (this.fields.length > 0) {
-  //     this.fields.map(function(field) {
-  //       field.commit();
-  //     });
-  //   }
-  // },
   serialize: function() {
     var res = this.getAttributes({
       props: true,
       derived: true
     }, true);
-    if (this.fields.length > 0) {
-      res.fields = this.fields.serialize();
-    } else {
-      res.values = this.values.serialize();
-      res.types = this.types.serialize();
-    }
+    res.values = this.values.serialize();
+    res.types = this.types.serialize();
     return res;
   },
 });
diff --git a/lib/parser.js b/lib/parser.js
deleted file mode 100644
index 360c9a5..0000000
--- a/lib/parser.js
+++ /dev/null
@@ -1,84 +0,0 @@
-// var _ = require('lodash');
-
-// var getTypeName = module.exports.getTypeName = function (value) {
-//   var T;
-//   if (_.has(value, '_bsontype')) {
-//     T = value._bsontype;
-//   } else {
-//     T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
-//   }
-//   // don't want to create naming conflict with javascript Object
-//   if (T === 'Object') T = 'Document';
-//   return T;
-// };
-
-// var addValueToType = module.exports.addValueToTypes = function (types, value) {
-//   var typeName = getTypeName(value);
-//   // get or create type
-//   var type = types.get(typeName);
-//   if (!type) {
-//     type = types.add({
-//       name: typeName
-//     });
-//   }
-//   type.count += 1;
-//   // leave it to type to add the value
-//   type.addValue(value);
-// };
-
-// module.exports.addValueToFields = function(schema, name, value) {
-//   // get or create field
-//   var field = schema.fields.get(name);
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       parent: schema
-//     });
-//   }
-//   field.count += 1;
-
-//   addValueToType(field.types, value);
-// };
-
-
-// function onEmbeddedArray(schema, name, typeName, value) {
-//   var field = schema.fields.get(name);
-
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       klass: Field.EmbeddedArray,
-//       parent: schema
-//     });
-//   }
-
-//   field.count += 1;
-//   field.lengths.push(value.length);
-//   field.trigger('change:lengths');
-//   _.each(value, function(d) {
-//     var typeName = getTypeName(d);
-//     if (typeName === 'Object') {
-//       _.each(d, function(val, key) {
-//         onBasicField(field, key, getTypeName(val), val);
-//       });
-//     } else {
-//       onBasicField(field, '__basic__', typeName, d);
-//     }
-//   });
-// }
-
-// function onEmbeddedDocument(schema, name, typeName, value) {
-//   var field = schema.fields.get(name);
-
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       klass: Field.EmbeddedDocument,
-//       parent: schema
-//     });
-//   }
-//   field.count += 1;
-//   _.each(value, function(val, key) {
-//     onFieldSampled(field, key, val);
-//   });
-// }
diff --git a/lib/schema.js b/lib/schema.js
index f4a3346..91621ba 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -2,7 +2,8 @@ var es = require('event-stream');
 var Document = require('./type').Document;
 
 /**
- * The top level schema document
+ * The top level schema document, like a Document type
+ * but with extra stream interface.
  */
 var Schema = Document.extend({
   idAttribute: 'ns',
@@ -16,10 +17,14 @@ var Schema = Document.extend({
   },
   stream: function() {
     var schema = this;
-    return es.map(function(doc, done) {
+    var stream = es.map(function(doc, done) {
       schema.parse(doc);
       done();
     });
+    stream.on('end', function () {
+      schema.trigger('end', this);
+    });
+    return stream;
   }
 });
 
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 1ff0b42..1ed20c9 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -5,6 +5,11 @@ var assert = require('assert');
 var _ = require('lodash');
 var debug = require('debug')('mongodb-schema:type-collection');
 
+/**
+ * Helper function to get the type name given a value
+ * @param  {Any} value   value to get type for
+ * @return {String}      type name, e.g. Boolean or ObjectID
+ */
 var getTypeName = function (value) {
   var T;
   if (_.has(value, '_bsontype')) {
diff --git a/test/basic-embedded-array.test.js b/test/basic-embedded-array.test.js
index cd16420..c79f3c5 100644
--- a/test/basic-embedded-array.test.js
+++ b/test/basic-embedded-array.test.js
@@ -23,16 +23,16 @@ describe('basic embedded array', function() {
 
   before(function(done) {
     following = getSchema('following', docs, function() {
-      following_ids = following.fields.get('following_ids').fields.get('__basic__');
+      following_ids = following.fields.get('following_ids').types.get('Array');
       done();
     });
   });
   it('should have 2 lengths for following_ids', function() {
-    assert.deepEqual(following.fields.get('following_ids').lengths, [1, 2]);
+    assert.deepEqual(following_ids.lengths, [1, 2]);
   });
 
   it('should have an average length of 1.5 for following_ids', function() {
-    assert.equal(following.fields.get('following_ids').average_length, 1.5);
+    assert.equal(following_ids.average_length, 1.5);
   });
 
   it('should have a sum of probability for following_ids of 1', function() {
@@ -52,5 +52,4 @@ describe('basic embedded array', function() {
       following.toJSON();
     });
   });
-  // @todo: write more tests when not so tired...
 });
diff --git a/test/schema.test.js b/test/schema.test.js
index 3529342..5609dae 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -1,6 +1,8 @@
 var Schema = require('../lib/schema');
+var getSchema = require('../lib');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:schema');
+var es = require('event-stream');
 
 
 describe('Schema', function () {
@@ -42,4 +44,14 @@ describe('Schema', function () {
     var val = num.values.at(0);
     assert.equal(val.parent, num);
   });
+
+  it('should trigger an `end` event at the end of parsing a stream', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 1}];
+    var src = es.readArray(docs);
+    schema.on('end', function () {
+      done();
+    });
+
+    src.pipe(schema.stream());
+  });
 });
diff --git a/test/type-collection.test.js b/test/type-collection.test.js
index e58c2b2..58a18af 100644
--- a/test/type-collection.test.js
+++ b/test/type-collection.test.js
@@ -59,7 +59,8 @@ describe('TypeCollection', function () {
   it('should add array values correctly', function () {
     types.addToType([1, 2, 3]);
     assert.ok(types.get('Array'));
-    assert.equal(types.get('Array').count, 3);
+    assert.equal(types.get('Array').count, 1);
+    assert.equal(types.get('Array').types.get('Number').count, 3);
     assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3]);
   });
 
@@ -70,7 +71,8 @@ describe('TypeCollection', function () {
     types.addToType(5);
 
     assert.ok(types.get('Array'));
-    assert.equal(types.get('Array').count, 4);
+    assert.equal(types.get('Array').count, 2);
+    assert.equal(types.get('Array').types.get('Number').count, 4);
     assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3, 4]);
     assert.deepEqual(types.get('Number').count, 1);
     assert.deepEqual(types.get('String').count, 1);

From 93393df7b48b8578e3b2867ecb4ac8583d7c4c0f Mon Sep 17 00:00:00 2001
From: Lucas Hrabovsky <hrabovsky.lucas@gmail.com>
Date: Sun, 28 Jun 2015 14:30:16 -0400
Subject: [PATCH 13/42] README cleanup

---
 README.md | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index ec87c1f..bbb1d70 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,6 @@
-# mongodb-schema
+# mongodb-schema [![][npm_img]][npm_url] [![][travis_img]][travis_url] [![][coverage_img]][coverage_url] [![][gitter_img]][gitter_url]
 
-[![build status](https://secure.travis-ci.org/mongodb-js/mongodb-schema.png)](http://travis-ci.org/mongodb-js/mongodb-schema)
-[![Coverage Status](https://coveralls.io/repos/mongodb-js/mongodb-schema/badge.svg)](https://coveralls.io/r/mongodb-js/mongodb-schema)
-[![Gitter](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/mongodb-js/mongodb-js?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
-
-Infer a probabilistic schema for a MongoDB collection.
+> Infer a probabilistic schema for a MongoDB collection.
 
 ## Example
 
@@ -86,7 +82,6 @@ in a collection to derive the schema of:
 `mongodb-schema` supports all [BSON types][bson-types].
 Checkout [the tests][tests] for more usage examples.
 
-
 ## Installation
 
 ```
@@ -121,3 +116,12 @@ A high-level view of the class interactions is as follows:
 [schema]: https://github.com/mongodb-js/mongodb-language-model/blob/master/lib/schema.js
 [field]: https://github.com/mongodb-js/mongodb-language-model/blob/master/lib/field.js
 [type]: https://github.com/mongodb-js/mongodb-language-model/blob/master/lib/type.js
+
+[travis_img]: https://secure.travis-ci.org/mongodb-js/mongodb-schema.svg?branch=master
+[travis_url]: https://travis-ci.org/mongodb-js/mongodb-schema
+[npm_img]: https://img.shields.io/npm/v/mongodb-schema.svg
+[npm_url]: https://www.npmjs.org/package/mongodb-schema
+[coverage_img]: https://coveralls.io/repos/mongodb-js/mongodb-schema/badge.svg
+[coverage_url]: https://coveralls.io/r/mongodb-js/mongodb-schema
+[gitter_img]: https://badges.gitter.im/Join%20Chat.svg
+[gitter_url]: https://gitter.im/mongodb-js/mongodb-js

From 51210970174c1a40c3f76913441108da42462379 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:12:29 +1000
Subject: [PATCH 14/42] added tests that need to pass after restructuring.

---
 test/array_object_types.test.js | 85 +++++++++++++++++++++++++++++++++
 1 file changed, 85 insertions(+)
 create mode 100644 test/array_object_types.test.js

diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
new file mode 100644
index 0000000..dc511c1
--- /dev/null
+++ b/test/array_object_types.test.js
@@ -0,0 +1,85 @@
+var getSchema = require('../');
+var assert = require('assert');
+var _ = require('lodash');
+
+
+describe('arrays and objects as type (INT-203 restructuring)', function () {
+  var docs = [
+    { x: [1, 2, 3] },
+    { x: "foo" },
+    { x: { b: 1 } },
+    { x: [ "bar", null, false ] },
+    { x: [ {c: 1, d: 1}, {c: 2 } ] },
+    { e: 1 }
+  ];
+
+  var schema;
+
+  before(function (done) {
+    schema = getSchema('mixed.mess', docs, done);
+  });
+
+  describe('Field', function () {
+    it('have the right type distribution of x', function() {
+      var dist = _.zipObject(
+        schema.fields.get('x').types.pluck('name'),
+        schema.fields.get('x').types.pluck('probability')
+      );
+      assert.deepEqual(dist, {
+        'Array': 3/6,
+        'String': 1/6,
+        'Object': 1/6,
+        'Undefined': 1/6
+      });
+    });
+
+    it('should contain the basic values of x at Field level', function() {
+      assert.deepEqual(schema.fields.get('x').values.serialize(), ["foo"]);
+    });
+
+    it('should have an `.fields` alias for convenience', function() {
+      assert.deepEqual(schema.fields.get('x').fields, schema.fields.get('x').types.get('Object').fields);
+    });
+  });
+
+
+  describe('Nested Array', function () {
+    var arr;
+
+    before(function () {
+      arr = schema.fields.get('x').types.get('Array');
+    });
+
+    it('should return the lengths of all encountered arrays', function () {
+      assert.deepEqual(arr.lengths, [3, 3, 2]);
+    });
+
+    it('should return the type distribution inside an array', function () {
+      var arrDist = _.zipObject(
+        arr.types.pluck('name'),
+        arr.types.pluck('probability')
+      );
+      assert.deepEqual(arrDist, {
+        'Number': 3/8,
+        'String': 1/8,
+        'Null': 1/8,
+        'Boolean': 1/8,
+        'Object': 2/8
+      });
+    });
+
+    it('should return the correct count inside the array', function () {
+      assert.equal(arr.count, 8);
+    });
+
+    it('should contain the basic values inside the array', function () {
+      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
+    });
+
+    it('should have a `.fields` alias for convenience', function () {
+      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+    });
+
+  });
+
+});

From 8102be41f638553b48739c4338bbb80672a6911e Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:13:30 +1000
Subject: [PATCH 15/42] renamed to use slugcase instead of underscores.

---
 test/{array_object_types.test.js => array-object-types.test.js} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename test/{array_object_types.test.js => array-object-types.test.js} (100%)

diff --git a/test/array_object_types.test.js b/test/array-object-types.test.js
similarity index 100%
rename from test/array_object_types.test.js
rename to test/array-object-types.test.js

From 79c9705fd4cd8c28cbbd8afcd84ef8e891d27bef Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:15:11 +1000
Subject: [PATCH 16/42] defined x once for readability.

---
 test/array_object_types.test.js | 91 +++++++++++++++++++++++++++++++++
 1 file changed, 91 insertions(+)
 create mode 100644 test/array_object_types.test.js

diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
new file mode 100644
index 0000000..c1a649a
--- /dev/null
+++ b/test/array_object_types.test.js
@@ -0,0 +1,91 @@
+var getSchema = require('../');
+var assert = require('assert');
+var _ = require('lodash');
+
+
+describe('arrays and objects as type (INT-203 restructuring)', function () {
+  var docs = [
+    { x: [1, 2, 3] },
+    { x: "foo" },
+    { x: { b: 1 } },
+    { x: [ "bar", null, false ] },
+    { x: [ {c: 1, d: 1}, {c: 2 } ] },
+    { e: 1 }
+  ];
+
+  var schema;
+
+  before(function (done) {
+    schema = getSchema('mixed.mess', docs, done);
+  });
+
+  describe('Field', function () {
+    var x;
+
+    before(function () {
+      x = schema.fields.get('x');
+    });
+
+    it('have the right type distribution of x', function() {
+      var dist = _.zipObject(
+        x.types.pluck('name'),
+        x.types.pluck('probability')
+      );
+      assert.deepEqual(dist, {
+        'Array': 3/6,
+        'String': 1/6,
+        'Object': 1/6,
+        'Undefined': 1/6
+      });
+    });
+
+    it('should contain the basic values of x at Field level', function() {
+      assert.deepEqual(x.values.serialize(), ["foo"]);
+    });
+
+    it('should have an `.fields` alias for convenience', function() {
+      assert.deepEqual(x.fields, x.types.get('Object').fields);
+    });
+  });
+
+
+  describe('Nested Array', function () {
+    var arr;
+
+    before(function () {
+      arr = schema.fields.get('x').types.get('Array');
+    });
+
+    it('should return the lengths of all encountered arrays', function () {
+      assert.deepEqual(arr.lengths, [3, 3, 2]);
+    });
+
+    it('should return the type distribution inside an array', function () {
+      var arrDist = _.zipObject(
+        arr.types.pluck('name'),
+        arr.types.pluck('probability')
+      );
+      assert.deepEqual(arrDist, {
+        'Number': 3/8,
+        'String': 1/8,
+        'Null': 1/8,
+        'Boolean': 1/8,
+        'Object': 2/8
+      });
+    });
+
+    it('should return the correct count inside the array', function () {
+      assert.equal(arr.count, 8);
+    });
+
+    it('should contain the basic values inside the array', function () {
+      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
+    });
+
+    it('should have a `.fields` alias for convenience', function () {
+      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+    });
+
+  });
+
+});

From 69bcb11af7b80936f8f851acbd482622fe82487b Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 11:16:45 +1000
Subject: [PATCH 17/42] defined x once for readability.

---
 test/array-object-types.test.js | 14 +++--
 test/array_object_types.test.js | 91 ---------------------------------
 2 files changed, 10 insertions(+), 95 deletions(-)
 delete mode 100644 test/array_object_types.test.js

diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index dc511c1..c1a649a 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -20,10 +20,16 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
   });
 
   describe('Field', function () {
+    var x;
+
+    before(function () {
+      x = schema.fields.get('x');
+    });
+
     it('have the right type distribution of x', function() {
       var dist = _.zipObject(
-        schema.fields.get('x').types.pluck('name'),
-        schema.fields.get('x').types.pluck('probability')
+        x.types.pluck('name'),
+        x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
         'Array': 3/6,
@@ -34,11 +40,11 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should contain the basic values of x at Field level', function() {
-      assert.deepEqual(schema.fields.get('x').values.serialize(), ["foo"]);
+      assert.deepEqual(x.values.serialize(), ["foo"]);
     });
 
     it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(schema.fields.get('x').fields, schema.fields.get('x').types.get('Object').fields);
+      assert.deepEqual(x.fields, x.types.get('Object').fields);
     });
   });
 
diff --git a/test/array_object_types.test.js b/test/array_object_types.test.js
deleted file mode 100644
index c1a649a..0000000
--- a/test/array_object_types.test.js
+++ /dev/null
@@ -1,91 +0,0 @@
-var getSchema = require('../');
-var assert = require('assert');
-var _ = require('lodash');
-
-
-describe('arrays and objects as type (INT-203 restructuring)', function () {
-  var docs = [
-    { x: [1, 2, 3] },
-    { x: "foo" },
-    { x: { b: 1 } },
-    { x: [ "bar", null, false ] },
-    { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    { e: 1 }
-  ];
-
-  var schema;
-
-  before(function (done) {
-    schema = getSchema('mixed.mess', docs, done);
-  });
-
-  describe('Field', function () {
-    var x;
-
-    before(function () {
-      x = schema.fields.get('x');
-    });
-
-    it('have the right type distribution of x', function() {
-      var dist = _.zipObject(
-        x.types.pluck('name'),
-        x.types.pluck('probability')
-      );
-      assert.deepEqual(dist, {
-        'Array': 3/6,
-        'String': 1/6,
-        'Object': 1/6,
-        'Undefined': 1/6
-      });
-    });
-
-    it('should contain the basic values of x at Field level', function() {
-      assert.deepEqual(x.values.serialize(), ["foo"]);
-    });
-
-    it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(x.fields, x.types.get('Object').fields);
-    });
-  });
-
-
-  describe('Nested Array', function () {
-    var arr;
-
-    before(function () {
-      arr = schema.fields.get('x').types.get('Array');
-    });
-
-    it('should return the lengths of all encountered arrays', function () {
-      assert.deepEqual(arr.lengths, [3, 3, 2]);
-    });
-
-    it('should return the type distribution inside an array', function () {
-      var arrDist = _.zipObject(
-        arr.types.pluck('name'),
-        arr.types.pluck('probability')
-      );
-      assert.deepEqual(arrDist, {
-        'Number': 3/8,
-        'String': 1/8,
-        'Null': 1/8,
-        'Boolean': 1/8,
-        'Object': 2/8
-      });
-    });
-
-    it('should return the correct count inside the array', function () {
-      assert.equal(arr.count, 8);
-    });
-
-    it('should contain the basic values inside the array', function () {
-      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
-    });
-
-    it('should have a `.fields` alias for convenience', function () {
-      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
-    });
-
-  });
-
-});

From 9502ec3d26e0aed8ad59919f66f7a651918790e3 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 17:06:25 +1000
Subject: [PATCH 18/42] intermediate checkin, WIP

---
 lib/field-collection.js       |  26 ++++-
 lib/field.js                  | 166 +++++++++++++----------------
 lib/parser.js                 | 146 +++++++++++++-------------
 lib/schema.js                 |  10 +-
 lib/type-collection.js        |  49 +++++++--
 lib/type.js                   | 190 +++++++++++++++++++++++++++-------
 lib/value-collection.js       |   1 +
 lib/value.js                  |   1 +
 test/type-collection.test.js  |  71 +++++++++++++
 test/type.test.js             |  60 +++++++++++
 test/value-collection.test.js |  22 ++++
 11 files changed, 530 insertions(+), 212 deletions(-)
 create mode 100644 test/type-collection.test.js
 create mode 100644 test/type.test.js
 create mode 100644 test/value-collection.test.js

diff --git a/lib/field-collection.js b/lib/field-collection.js
index 8ff84fa..ed3744d 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -1,11 +1,15 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var Field = require('./field');
+var debug = require('debug')('mongodb-schema:field-collection');
 
 /**
  * Container for a list of Fields.
  */
 var FieldCollection = Collection.extend(lodashMixin, {
+  className: 'FieldCollection',
   mainIndex: 'name',
+  model: Field,
   comparator: function (a, b) {
     // make sure _id is always at top, even in presence of uppercase fields
     var aId = a.getId();
@@ -15,8 +19,26 @@ var FieldCollection = Collection.extend(lodashMixin, {
     // otherwise sort case-insensitively
     return (aId.toLowerCase() < bId.toLowerCase()) ? -1 : 1;
   },
-  model: function(attrs, options) {
-    return new attrs.klass(attrs, options);
+  /**
+   * adds a new name/value pair to the correct field, and creates the
+   * field first if it doesn't exist yet. Leave it to field.types to
+   * add the value.
+   *
+   * @param {String} name   name of the field
+   * @param {Any} value     value to be added
+   */
+  addToField: function (name, value) {
+    // get or create field
+    var field = this.get(name);
+    if (!field) {
+      field = this.add({
+        name: name,
+        parent: this.parent
+      });
+    }
+    field.count += 1;
+    field.types.addToType(value);
   }
 });
+
 module.exports = FieldCollection;
diff --git a/lib/field.js b/lib/field.js
index 6b9cfee..667cf52 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -2,13 +2,13 @@ var _ = require('lodash');
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
 var ValueCollection = require('./value-collection');
-var FieldCollection = require('./field-collection');
 var debug = require('debug')('mongodb-schema:field');
 
 /**
  * Describes a single field in the schema based on sampled values.
  */
-var Field = State.extend({
+module.exports = State.extend({
+  className: 'Field',
   idAttribute: 'name',
   props: {
     /**
@@ -28,10 +28,10 @@ var Field = State.extend({
     /**
      * Probability of this field being set.
      */
-    probability: {
-      type: 'number',
-      default: 0
-    },
+    // probability: {
+    //   type: 'number',
+    //   default: 0
+    // },
     /**
      * Number of unique values seen.
      */
@@ -84,6 +84,13 @@ var Field = State.extend({
         return this.types.pluck('name');
       }
     },
+    probability: {
+      deps: ['types.length'],
+      fn: function () {
+        debug('count', this.count, 'parent', this.parent.className, 'pcount', this.parent.count);
+        return this.count / this.parent.count;
+      }
+    },
     /**
      * The total number of documents we would see if always set.
      * This differs from `#count` as it is the value used to calculate
@@ -109,6 +116,18 @@ var Field = State.extend({
       fn: function() {
         return this.unique < this.count;
       }
+    },
+    /**
+     * Convenience alias to access sub-fields. Returns
+     * null if this Field does not have a 'Document' type.
+     * @returns {FieldCollection}
+     */
+    fields: {
+      deps: ['types.length'],
+      fn: function() {
+        var objType = this.types.get('Document');
+        return objType ? objType.fields : null;
+      }
     }
   },
   collections: {
@@ -119,11 +138,7 @@ var Field = State.extend({
     /**
      * A sample of values seen for this field.
      */
-    values: ValueCollection,
-    /**
-     * Child fields.
-     */
-    fields: FieldCollection
+    values: ValueCollection
   },
   /**
    * @constructs Field
@@ -150,9 +165,11 @@ var Field = State.extend({
      * the `type` property to be recalculated correctly.
      */
     this.trigger('change:types.length');
-    this.listenTo(type.values, 'add', this.onValueAdded);
-    this.listenTo(type.values, 'remove', this.onValueRemoved);
-    this.listenTo(type.values, 'reset', this.onValueReset);
+    if (type.values) {
+      this.listenTo(type.values, 'add', this.onValueAdded);
+      this.listenTo(type.values, 'remove', this.onValueRemoved);
+      this.listenTo(type.values, 'reset', this.onValueReset);
+    }
   },
   /**
    * @see Schema#onTypeAdded
@@ -163,9 +180,11 @@ var Field = State.extend({
    */
   onTypeRemoved: function(type) {
     this.trigger('change:types.length');
-    this.stopListening(type.values, 'add', this.onValueAdded);
-    this.stopListening(type.values, 'remove', this.onValueRemoved);
-    this.stopListening(type.values, 'reset', this.onValueReset);
+    if (type.values) {
+      this.stopListening(type.values, 'add', this.onValueAdded);
+      this.stopListening(type.values, 'remove', this.onValueRemoved);
+      this.stopListening(type.values, 'reset', this.onValueReset);
+    }
   },
   onTypeReset: function() {
     this.trigger('change:types.length');
@@ -194,45 +213,45 @@ var Field = State.extend({
    * and make sure all of our child collections are nicely sorted.
    * If we have any subfields, call `commit()` on each of those as well.
    */
-  commit: function() {
-    var newprob;
-    newprob = this.count / this.parent.count;
-    if (newprob !== this.probability) {
-      this.probability = newprob;
-    }
-    var undef = this.types.get('Undefined');
-    if ((this.total - this.count) <= 0) {
-      if(undef){
-        debug('removing extraneous Undefined for `%s`', this.getId());
-        this.types.remove({
-          name: 'Undefined'
-        });
-      }
-      // No undefined types to manage
-    } else {
-      if (!undef) {
-        debug('adding Undefined for `%s`', this.getId());
-        undef = this.types.add({
-          name: 'Undefined',
-          unique: 1
-        });
-      }
-      undef.count = (this.total - this.count);
-      undef.probability = (undef.count - this.count);
-    }
-    this.types.map(function(type) {
-      type.probability = type.count / this.total;
-      type.unique = _.unique(type.values.pluck('value')).length;
-    }.bind(this));
-    this.unique = _.sum(this.types.pluck('unique'));
-    this.types.sort();
+  // commit: function() {
+  //   var newprob;
+  //   newprob = this.count / this.parent.count;
+  //   if (newprob !== this.probability) {
+  //     this.probability = newprob;
+  //   }
+  //   var undef = this.types.get('Undefined');
+  //   if ((this.total - this.count) <= 0) {
+  //     if(undef){
+  //       debug('removing extraneous Undefined for `%s`', this.getId());
+  //       this.types.remove({
+  //         name: 'Undefined'
+  //       });
+  //     }
+  //     // No undefined types to manage
+  //   } else {
+  //     if (!undef) {
+  //       debug('adding Undefined for `%s`', this.getId());
+  //       undef = this.types.add({
+  //         name: 'Undefined',
+  //         unique: 1
+  //       });
+  //     }
+  //     undef.count = (this.total - this.count);
+  //     undef.probability = (undef.count - this.count);
+  //   }
+  //   this.types.map(function(type) {
+  //     type.probability = type.count / this.total;
+  //     type.unique = _.unique(type.values.pluck('value')).length;
+  //   }.bind(this));
+  //   this.unique = _.sum(this.types.pluck('unique'));
+  //   this.types.sort();
 
-    if (this.fields.length > 0) {
-      this.fields.map(function(field) {
-        field.commit();
-      });
-    }
-  },
+  //   if (this.fields.length > 0) {
+  //     this.fields.map(function(field) {
+  //       field.commit();
+  //     });
+  //   }
+  // },
   serialize: function() {
     var res = this.getAttributes({
       props: true,
@@ -247,42 +266,5 @@ var Field = State.extend({
     return res;
   },
 });
-module.exports = Field;
 
-/**
- * A basic field has no descendant fields, such as `String`, `ObjectID`,
- * `Boolean`, or `Date`.
- */
-module.exports.Basic = Field.extend({});
 
-module.exports.EmbeddedArray = Field.extend({
-  props: {
-    type: {
-      type: 'string',
-      default: 'Array'
-    },
-    lengths: {
-      type: 'array',
-      default: function() {
-        return [];
-      }
-    }
-  },
-  derived: {
-    average_length: {
-      deps: ['lengths'],
-      fn: function() {
-        return _.sum(this.lengths) / this.lengths.length;
-      }
-    }
-  }
-});
-
-module.exports.EmbeddedDocument = Field.extend({
-  props: {
-    type: {
-      type: 'string',
-      default: 'Object'
-    }
-  }
-});
diff --git a/lib/parser.js b/lib/parser.js
index 656c10a..360c9a5 100644
--- a/lib/parser.js
+++ b/lib/parser.js
@@ -1,82 +1,84 @@
-var _ = require('lodash');
-var getTypeName = require('./type').getNameFromValue;
-var Field = require('./field');
+// var _ = require('lodash');
 
-function onFieldSampled(schema, name, value) {
-  var typeName = getTypeName(value);
-  if (typeName === 'Array') {
-    onEmbeddedArray(schema, name, typeName, value);
-  } else if (typeName === 'Object') {
-    onEmbeddedDocument(schema, name, typeName, value);
-  } else {
-    onBasicField(schema, name, typeName, value);
-  }
-}
+// var getTypeName = module.exports.getTypeName = function (value) {
+//   var T;
+//   if (_.has(value, '_bsontype')) {
+//     T = value._bsontype;
+//   } else {
+//     T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
+//   }
+//   // don't want to create naming conflict with javascript Object
+//   if (T === 'Object') T = 'Document';
+//   return T;
+// };
 
-function onBasicField(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.Basic,
-      parent: schema
-    });
-  }
-  field.count += 1;
+// var addValueToType = module.exports.addValueToTypes = function (types, value) {
+//   var typeName = getTypeName(value);
+//   // get or create type
+//   var type = types.get(typeName);
+//   if (!type) {
+//     type = types.add({
+//       name: typeName
+//     });
+//   }
+//   type.count += 1;
+//   // leave it to type to add the value
+//   type.addValue(value);
+// };
 
-  var type = field.types.get(typeName);
-  if (!type) {
-    type = field.types.add({
-      name: typeName,
-    });
-  }
-  type.count += 1;
+// module.exports.addValueToFields = function(schema, name, value) {
+//   // get or create field
+//   var field = schema.fields.get(name);
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       parent: schema
+//     });
+//   }
+//   field.count += 1;
 
-  type.values.add({
-    value: value
-  });
-}
+//   addValueToType(field.types, value);
+// };
 
-function onEmbeddedArray(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
 
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.EmbeddedArray,
-      parent: schema
-    });
-  }
+// function onEmbeddedArray(schema, name, typeName, value) {
+//   var field = schema.fields.get(name);
 
-  field.count += 1;
-  field.lengths.push(value.length);
-  field.trigger('change:lengths');
-  _.each(value, function(d) {
-    var typeName = getTypeName(d);
-    if (typeName === 'Object') {
-      _.each(d, function(val, key) {
-        onBasicField(field, key, getTypeName(val), val);
-      });
-    } else {
-      onBasicField(field, '__basic__', typeName, d);
-    }
-  });
-}
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       klass: Field.EmbeddedArray,
+//       parent: schema
+//     });
+//   }
 
-function onEmbeddedDocument(schema, name, typeName, value) {
-  var field = schema.fields.get(name);
+//   field.count += 1;
+//   field.lengths.push(value.length);
+//   field.trigger('change:lengths');
+//   _.each(value, function(d) {
+//     var typeName = getTypeName(d);
+//     if (typeName === 'Object') {
+//       _.each(d, function(val, key) {
+//         onBasicField(field, key, getTypeName(val), val);
+//       });
+//     } else {
+//       onBasicField(field, '__basic__', typeName, d);
+//     }
+//   });
+// }
 
-  if (!field) {
-    field = schema.fields.add({
-      name: name,
-      klass: Field.EmbeddedDocument,
-      parent: schema
-    });
-  }
-  field.count += 1;
-  _.each(value, function(val, key) {
-    onFieldSampled(field, key, val);
-  });
-}
+// function onEmbeddedDocument(schema, name, typeName, value) {
+//   var field = schema.fields.get(name);
 
-module.exports.parse = onFieldSampled;
+//   if (!field) {
+//     field = schema.fields.add({
+//       name: name,
+//       klass: Field.EmbeddedDocument,
+//       parent: schema
+//     });
+//   }
+//   field.count += 1;
+//   _.each(value, function(val, key) {
+//     onFieldSampled(field, key, val);
+//   });
+// }
diff --git a/lib/schema.js b/lib/schema.js
index 730691a..e79b1de 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,7 +1,6 @@
 var es = require('event-stream');
 var _ = require('lodash');
 var State = require('ampersand-state');
-var parser = require('./parser');
 var FieldCollection = require('./field-collection');
 
 /**
@@ -9,6 +8,7 @@ var FieldCollection = require('./field-collection');
  * @class
  */
 var Schema = State.extend({
+  className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
@@ -26,11 +26,11 @@ var Schema = State.extend({
     var schema = this;
     schema.count += 1;
     _.each(doc, function(val, key) {
-      parser.parse(schema, key, val);
-    });
-    schema.fields.map(function(field) {
-      field.commit();
+      schema.fields.addToField(key, val);
     });
+    // schema.fields.map(function(field) {
+    //   field.commit();
+    // });
     if (_.isFunction(done)) {
       done();
     }
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 606d3a4..dfd26b3 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -1,20 +1,57 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
-var type = require('./type');
 var assert = require('assert');
+var _ = require('lodash');
+var debug = require('debug')('mongodb-schema:type-collection');
+
+var getTypeName = function (value) {
+  var T;
+  if (_.has(value, '_bsontype')) {
+    T = value._bsontype;
+  } else {
+    T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
+  }
+  // don't want to create naming conflict with javascript Object
+  if (T === 'Object') T = 'Document';
+  return T;
+};
 
 module.exports = Collection.extend(lodashMixin, {
+  className: 'TypeCollection',
   mainIndex: 'name',
-  model: function(attrs, options) {
-    var Klass = type[attrs.name];
-    assert(Klass, 'No value type for ' + attrs.name);
-    return new Klass(attrs, options);
-  },
   /**
    * Sort by probability descending, with Undefined always last.
    */
   comparator: function(model) {
     if (model.getId() === 'Undefined') return 0;
     return model.probability * -1;
+  },
+  model: function(attrs, options) {
+    // require ./type at runtime to avoid circular imports, does this work with browserify??
+    var Klass = require('./type')[attrs.name];
+    assert(Klass, 'No value type for ' + attrs.name);
+    return new Klass(attrs, options);
+  },
+  isModel: function(model) {
+    // require ./type at runtime to avoid circular imports, does this work with browserify??
+    return (model instanceof require('./type').Type);
+  },
+  /**
+   * adds a new value to the correct type, and creates the type first
+   * if it doesn't exist yet.
+   *
+   * @param {Any} value   value to be added
+   */
+  addToType: function(value) {
+    var typeName = getTypeName(value);
+    // get or create type
+    var type = this.get(typeName);
+    if (!type) {
+      type = this.add({
+        name: typeName
+      });
+    }
+    // leave it to type to add the value
+    type.addValue(value);
   }
 });
diff --git a/lib/type.js b/lib/type.js
index 2e72514..900a478 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -1,8 +1,16 @@
 var State = require('ampersand-state');
 var _ = require('lodash');
 var ValueCollection = require('./value-collection');
+var FieldCollection = require('./field-collection');
+var TypeCollection = require('./type-collection');
+var debug = require('debug')('mongodb-schema:type');
+var assert = require('assert');
+var format = require('util').format;
 
-var Type = State.extend({
+/**
+ * Generic Type superclass has name, count, probability properties
+ */
+var Type = exports.Type = State.extend({
   idAttribute: 'name',
   props: {
     name: {
@@ -15,7 +23,63 @@ var Type = State.extend({
     probability: {
       type: 'number',
       default: 0
-    },
+    }
+  },
+  derived: {
+    fn: function () {
+      return this.name;
+    }
+  },
+  addValue: function() {
+    this.count += 1;
+  }
+});
+
+
+/**
+ * Constant types are just generic types with the appropriate name.
+ * They do not store any values.
+ */
+var ConstantType = exports.ConstantType = Type.extend({});
+
+exports.Null = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Null'
+    }
+  }
+});
+
+exports.Undefined = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Undefined'
+    }
+  }
+});
+
+exports.MaxKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MaxKey'
+    }
+  }
+});
+
+exports.MinKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MinKey'
+    }
+  }
+});
+
+
+/**
+ * Primitive types store their values and have a .unique counter
+ */
+var PrimitiveType = exports.PrimitiveType = Type.extend({
+  props: {
     unique: {
       type: 'number',
       default: 0
@@ -23,20 +87,18 @@ var Type = State.extend({
   },
   collections: {
     values: ValueCollection
+  },
+  /**
+   * adds the value to the value collection. Just passing it through.
+   * @param {Any} value   value to be added
+   */
+  addValue: function (value) {
+    this.values.add({value: value});
+    this.count += 1;
   }
 });
 
-exports.getNameFromValue = function(value) {
-  var T;
-  if (_.has(value, '_bsontype')) {
-    T = value._bsontype;
-  } else {
-    T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
-  }
-  return T;
-};
-
-exports.String = Type.extend({
+exports.String = PrimitiveType.extend({
   props: {
     name: {
       default: 'String'
@@ -44,7 +106,7 @@ exports.String = Type.extend({
   }
 });
 
-exports.Number = Type.extend({
+exports.Number = PrimitiveType.extend({
   props: {
     name: {
       default: 'Number'
@@ -52,23 +114,23 @@ exports.Number = Type.extend({
   }
 });
 
-exports.Long = Type.extend({
+exports.Double = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Long'
+      default: 'Double'
     }
   }
 });
 
-exports.Null = Type.extend({
+exports.Long = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Null'
+      default: 'Long'
     }
   }
 });
 
-exports.Timestamp = Type.extend({
+exports.Timestamp = PrimitiveType.extend({
   props: {
     name: {
       default: 'Timestamp'
@@ -76,7 +138,7 @@ exports.Timestamp = Type.extend({
   }
 });
 
-exports.Boolean = Type.extend({
+exports.Boolean = PrimitiveType.extend({
   props: {
     name: {
       default: 'Boolean'
@@ -84,7 +146,7 @@ exports.Boolean = Type.extend({
   }
 });
 
-exports.Date = Type.extend({
+exports.Date = PrimitiveType.extend({
   props: {
     name: {
       default: 'Date'
@@ -92,7 +154,7 @@ exports.Date = Type.extend({
   }
 });
 
-exports.ObjectID = Type.extend({
+exports.ObjectID = PrimitiveType.extend({
   props: {
     name: {
       default: 'ObjectID'
@@ -100,52 +162,110 @@ exports.ObjectID = Type.extend({
   }
 });
 
-exports.Undefined = Type.extend({
+exports.Binary = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Undefined'
+      default: 'Binary'
     }
   }
 });
 
-exports.Binary = Type.extend({
+exports.RegExp = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Binary'
+      default: 'RegExp'
     }
   }
 });
 
-exports.MaxKey = Type.extend({
+exports.Symbol = PrimitiveType.extend({
   props: {
     name: {
-      default: 'MaxKey'
+      default: 'Symbol'
     }
   }
 });
 
-exports.MinKey = Type.extend({
+exports.Code = PrimitiveType.extend({
   props: {
     name: {
-      default: 'MinKey'
+      default: 'Code'
+    }
+  }
+});
+
+exports.DBRef = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'DBRef'
     }
   }
 });
 
-exports.Object = Type.extend({
+/**
+ * Documents have sub-fields stored in .fields
+ */
+exports.Document = Type.extend({
   props: {
     name: {
-      type: 'string',
-      default: 'Object'
+      default: 'Document'
     }
+  },
+  collections: {
+    fields: FieldCollection
+  },
+  /**
+   * parse sub-document and add each key/value to this.fields
+   * @param {Object} obj  The sub-document to be parsed
+   */
+  addValue: function(obj) {
+    // parse sub-document and add to this.fields
+    assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
+
+    _.each(obj, function(val, key) {
+      this.fields.addToField(key, val);
+    }.bind(this));
+
+    this.count += 1;
   }
 });
 
-exports.Array = Type.extend({
+
+/**
+ * Arrays have additional .lengths and .average_length properties
+ * and group their values in a nested .types collection
+ */
+module.exports.Array = Type.extend({
   props: {
     name: {
-      type: 'string',
       default: 'Array'
+    },
+    lengths: {
+      type: 'array',
+      default: function() {
+        return [];
+      }
+    }
+  },
+  derived: {
+    average_length: {
+      deps: ['lengths'],
+      fn: function() {
+        return _.sum(this.lengths) / this.lengths.length;
+      }
     }
+  },
+  addValue: function(arr) {
+    assert(_.isArray(arr), format('value must be array, got `%s`', arr));
+
+    _.each(arr, function (val) {
+      this.types.addToType(val);
+    }.bind(this));
+
+    this.count += arr.length;
+  },
+  collections: {
+    types: TypeCollection
   }
 });
+
diff --git a/lib/value-collection.js b/lib/value-collection.js
index 076d81a..3bf4a25 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -3,6 +3,7 @@ var lodashMixin = require('ampersand-collection-lodash-mixin');
 var Value = require('./value');
 
 module.exports = Collection.extend(lodashMixin, {
+  className: 'ValueCollection',
   mainIndex: 'id',
   model: Value,
   serialize: function() {
diff --git a/lib/value.js b/lib/value.js
index 943ac5e..86927f3 100644
--- a/lib/value.js
+++ b/lib/value.js
@@ -1,6 +1,7 @@
 var State = require('ampersand-state');
 
 module.exports = State.extend({
+  className: 'Value',
   idAttribute: 'id',
   props: {
     id: {
diff --git a/test/type-collection.test.js b/test/type-collection.test.js
new file mode 100644
index 0000000..4482749
--- /dev/null
+++ b/test/type-collection.test.js
@@ -0,0 +1,71 @@
+var TypeCollection = require('../lib/type-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:type-collection');
+var bson = require('bson');
+
+
+describe('TypeCollection', function () {
+  var types;
+  beforeEach(function () {
+    types = new TypeCollection();
+  });
+
+  it('should create types automatically with .addToType', function() {
+    types.addToType("i'm a string");
+    assert.ok(types.get('String'));
+    assert.equal(types.get('String').count, 1);
+  });
+
+  it('should use existing types with .addToType', function() {
+    types.addToType(2);
+    types.addToType(3);
+
+    assert.ok(types.get('Number'));
+    assert.equal(types.get('Number').count, 2);
+    assert.deepEqual(types.get('Number').values.serialize(), [2, 3]);
+  });
+
+  it('should work with any type of primitive value', function() {
+    types.addToType(1);
+    types.addToType("str");
+    types.addToType(true);
+    types.addToType(null);
+    types.addToType(undefined);
+    types.addToType(new Date(2015, 1, 1));
+    types.addToType(/^foo*/i);
+    types.addToType(new bson.ObjectID());
+    types.addToType(new bson.Long());
+    types.addToType(new bson.Double());
+    types.addToType(new bson.Timestamp());
+    types.addToType(new bson.Symbol());
+    types.addToType(new bson.Code());
+    types.addToType(new bson.MinKey());
+    types.addToType(new bson.MaxKey());
+    types.addToType(new bson.DBRef());
+    types.addToType(new bson.Binary());
+
+    assert.equal(types.length, 17);
+    assert.equal(_.unique(types.pluck('name')).length, 17);
+  });
+
+  it('should add array values correctly', function () {
+    types.addToType([1, 2, 3]);
+    assert.ok(types.get('Array'));
+    assert.equal(types.get('Array').count, 3);
+    assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3]);
+  });
+
+  it('should count array values correctly', function () {
+    types.addToType([1, 2, 3]);
+    types.addToType("foo");
+    types.addToType([4]);
+    types.addToType(5);
+
+    assert.ok(types.get('Array'));
+    assert.equal(types.get('Array').count, 4);
+    assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3, 4]);
+    assert.deepEqual(types.get('Number').count, 1);
+    assert.deepEqual(types.get('String').count, 1);
+  });
+});
diff --git a/test/type.test.js b/test/type.test.js
new file mode 100644
index 0000000..4336b11
--- /dev/null
+++ b/test/type.test.js
@@ -0,0 +1,60 @@
+var type = require('../lib/type');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:type');
+
+describe('Array', function () {
+  var arr;
+  beforeEach(function () {
+    arr = new type.Array();
+  });
+  it('should be constructable', function () {
+    assert.ok(arr);
+  });
+
+  it('should add values of a single type to the correct type', function () {
+    arr.addValue([5, 2, 5, 5, 0]);
+    assert.deepEqual(arr.types.get('Number').values.serialize(), [5, 2, 5, 5, 0]);
+  });
+
+  it('should throw if the value is not an array', function () {
+    assert.throws(function() {
+      arr.addValue(5);
+    });
+  });
+
+  it('should add values of a mixed types to the correct types', function () {
+    arr.addValue([false, "foo", true, "bar"]);
+    assert.deepEqual(arr.types.get('Boolean').values.serialize(), [false, true]);
+    assert.deepEqual(arr.types.get('String').values.serialize(), ["foo", "bar"]);
+  });
+});
+
+
+describe('Document', function () {
+  var doc;
+  beforeEach(function () {
+    doc = new type.Document();
+  });
+  it('should be constructable', function () {
+    assert.ok(doc);
+  });
+
+  it('should throw if the value is not an object', function () {
+    assert.throws(function () {
+      doc.addValue([1, 2, 3]);
+    });
+  });
+
+  it('should add fields recursively', function () {
+    doc.addValue({foo: 1});
+    doc.addValue({foo: 2});
+    doc.addValue({foo: 3});
+    doc.addValue({foo: 'hello', bar: 'good bye'});
+    assert.ok(doc.fields.get('foo'));
+    assert.deepEqual(doc.fields.get('foo').values.serialize(), [1, 2, 3, 'hello']);
+    assert.deepEqual(doc.fields.get('foo').types.get('Number').values.serialize(), [1, 2, 3]);
+    assert.deepEqual(doc.fields.get('foo').types.get('String').values.serialize(), ['hello']);
+    assert.deepEqual(doc.fields.get('bar').types.get('String').values.serialize(), ['good bye']);
+  });
+});
+
diff --git a/test/value-collection.test.js b/test/value-collection.test.js
new file mode 100644
index 0000000..b0dc89b
--- /dev/null
+++ b/test/value-collection.test.js
@@ -0,0 +1,22 @@
+var ValueCollection = require('../lib/value-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:value-collection');
+
+describe('ValueCollection', function () {
+  var collection;
+  before(function () {
+    collection = new ValueCollection([
+      {value: 0},
+      {value: ""},
+      {value: null},
+      {value: false},
+      {value: []},
+      {value: {}}
+    ], {parse: true});
+  })
+  it('should accept any type of value', function () {
+    assert.deepEqual(collection.serialize(), [0, '', null, false, [], {}]);
+    assert.equal(collection.length, 6);
+  });
+});

From 5efe24e36bc546077a86e518fd4800fafc6e040b Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 18:25:33 +1000
Subject: [PATCH 19/42] added parentMixin to collections

---
 lib/collection-parent-mixin.js | 12 ++++++++++++
 lib/field-collection.js        |  3 ++-
 lib/type-collection.js         |  3 ++-
 lib/value-collection.js        |  3 ++-
 4 files changed, 18 insertions(+), 3 deletions(-)
 create mode 100644 lib/collection-parent-mixin.js

diff --git a/lib/collection-parent-mixin.js b/lib/collection-parent-mixin.js
new file mode 100644
index 0000000..d2a712a
--- /dev/null
+++ b/lib/collection-parent-mixin.js
@@ -0,0 +1,12 @@
+var _ = require('lodash');
+var AmpersandCollection = require('ampersand-collection');
+
+module.exports = {
+  set: function (models, options) {
+    // set model parent to collection's parent
+    options = _.defaults({
+      parent: this.parent
+    }, options || {});
+    return AmpersandCollection.prototype.set.call(this, models, options);
+  }
+};
diff --git a/lib/field-collection.js b/lib/field-collection.js
index ed3744d..00404f4 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -1,12 +1,13 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var Field = require('./field');
 var debug = require('debug')('mongodb-schema:field-collection');
 
 /**
  * Container for a list of Fields.
  */
-var FieldCollection = Collection.extend(lodashMixin, {
+var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
   className: 'FieldCollection',
   mainIndex: 'name',
   model: Field,
diff --git a/lib/type-collection.js b/lib/type-collection.js
index dfd26b3..73d2606 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -1,5 +1,6 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var assert = require('assert');
 var _ = require('lodash');
 var debug = require('debug')('mongodb-schema:type-collection');
@@ -16,7 +17,7 @@ var getTypeName = function (value) {
   return T;
 };
 
-module.exports = Collection.extend(lodashMixin, {
+module.exports = Collection.extend(lodashMixin, parentMixin, {
   className: 'TypeCollection',
   mainIndex: 'name',
   /**
diff --git a/lib/value-collection.js b/lib/value-collection.js
index 3bf4a25..ea5422e 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -1,8 +1,9 @@
 var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
+var parentMixin = require('./collection-parent-mixin');
 var Value = require('./value');
 
-module.exports = Collection.extend(lodashMixin, {
+module.exports = Collection.extend(lodashMixin, parentMixin, {
   className: 'ValueCollection',
   mainIndex: 'id',
   model: Value,

From 8ac3aceac0d0d8e5ad1c29c2c6c42280b1efe885 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 18:26:24 +1000
Subject: [PATCH 20/42] verify parent is passed down to values.

---
 test/type-collection.test.js  |  7 +++++++
 test/value-collection.test.js | 15 +++++++++++++--
 2 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/test/type-collection.test.js b/test/type-collection.test.js
index 4482749..e58c2b2 100644
--- a/test/type-collection.test.js
+++ b/test/type-collection.test.js
@@ -1,4 +1,5 @@
 var TypeCollection = require('../lib/type-collection');
+var Field = require('../lib/field');
 var _ = require('lodash');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:type-collection');
@@ -26,6 +27,12 @@ describe('TypeCollection', function () {
     assert.deepEqual(types.get('Number').values.serialize(), [2, 3]);
   });
 
+  it('should pass collection\'s parent down to the values', function () {
+    var field = new Field({name: 'myfield'});
+    field.types.addToType('some string');
+    assert.equal(field.types.get('String').parent, field);
+  });
+
   it('should work with any type of primitive value', function() {
     types.addToType(1);
     types.addToType("str");
diff --git a/test/value-collection.test.js b/test/value-collection.test.js
index b0dc89b..6d7949f 100644
--- a/test/value-collection.test.js
+++ b/test/value-collection.test.js
@@ -1,10 +1,12 @@
 var ValueCollection = require('../lib/value-collection');
+var NumberType = require('../lib/type').Number;
 var _ = require('lodash');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:value-collection');
 
 describe('ValueCollection', function () {
   var collection;
+
   before(function () {
     collection = new ValueCollection([
       {value: 0},
@@ -13,10 +15,19 @@ describe('ValueCollection', function () {
       {value: false},
       {value: []},
       {value: {}}
-    ], {parse: true});
-  })
+    ]);
+  });
+
   it('should accept any type of value', function () {
     assert.deepEqual(collection.serialize(), [0, '', null, false, [], {}]);
     assert.equal(collection.length, 6);
   });
+
+  it('should pass collection\'s parent down to the values', function () {
+    var num = new NumberType(null);
+    num.values.reset([
+      {value: 250}
+    ]);
+    assert.equal(num.values.at(0).parent, num);
+  });
 });

From 6791d278855a4d658e65bb48262effff90ba7b9f Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 19:13:10 +1000
Subject: [PATCH 21/42] added test for field-collection

---
 test/field-collection.test.js | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)
 create mode 100644 test/field-collection.test.js

diff --git a/test/field-collection.test.js b/test/field-collection.test.js
new file mode 100644
index 0000000..0bd5f69
--- /dev/null
+++ b/test/field-collection.test.js
@@ -0,0 +1,25 @@
+var Document = require('../lib/type').Document;
+var FieldCollection = require('../lib/field-collection');
+var _ = require('lodash');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:field-collection');
+
+describe('FieldCollection', function () {
+  var collection;
+
+  before(function () {
+    collection = new FieldCollection();
+  });
+
+  it('should create new field if the field name is not present', function () {
+    collection.addToField('foo', 1);
+    assert.ok(collection.get('foo'));
+    assert.equal(collection.length, 1);
+  });
+
+  it('should pass down collection\'s parent to its values', function () {
+    var doc = new Document();
+    doc.addValue({foo: 1, bar: 1});
+    assert.equal(doc.fields.get('foo').parent, doc);
+  });
+});

From eab57d4d404dfbdad5659c574a9771afdbf1d930 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 19:21:40 +1000
Subject: [PATCH 22/42] renamed addValue to parse, schema = document

---
 lib/field.js                  |  8 ++++++--
 lib/schema.js                 | 34 +++++-----------------------------
 lib/type-collection.js        |  2 +-
 lib/type.js                   |  8 ++++----
 test/field-collection.test.js |  2 +-
 test/type.test.js             | 16 ++++++++--------
 6 files changed, 25 insertions(+), 45 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index 667cf52..bef1f8a 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -87,7 +87,7 @@ module.exports = State.extend({
     probability: {
       deps: ['types.length'],
       fn: function () {
-        debug('count', this.count, 'parent', this.parent.className, 'pcount', this.parent.count);
+        if (!this.parent) return null;
         return this.count / this.parent.count;
       }
     },
@@ -100,7 +100,11 @@ module.exports = State.extend({
       deps: ['count', 'probability'],
       fn: function() {
         if (this.probability === 1) return this.count;
-        var parentIsArray = this.collection.parent.type === 'Array';
+
+        var parentIsArray = false;
+        if (this.collection && this.collection.parent) {
+          parentIsArray = this.collection.parent.type === 'Array';
+        }
         if (parentIsArray) {
           return _.sum(this.types.pluck('count'));
         }
diff --git a/lib/schema.js b/lib/schema.js
index e79b1de..ea3c607 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,46 +1,22 @@
 var es = require('event-stream');
-var _ = require('lodash');
-var State = require('ampersand-state');
-var FieldCollection = require('./field-collection');
+var Document = require('./type').Document;
 
 /**
- * The top level schema state.
- * @class
+ * The top level schema document
  */
-var Schema = State.extend({
+var Schema = Document.extend({
   className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
       type: 'string'
-    },
-    count: {
-      type: 'number',
-      default: 0
-    }
-  },
-  collections: {
-    fields: FieldCollection
-  },
-  parse: function(doc, done) {
-    var schema = this;
-    schema.count += 1;
-    _.each(doc, function(val, key) {
-      schema.fields.addToField(key, val);
-    });
-    // schema.fields.map(function(field) {
-    //   field.commit();
-    // });
-    if (_.isFunction(done)) {
-      done();
     }
   },
   stream: function() {
     var schema = this;
     return es.map(function(doc, done) {
-      schema.parse(doc, function(err) {
-        done(err, doc);
-      });
+      schema.parse(doc);
+      done();
     });
   }
 });
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 73d2606..1ff0b42 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -53,6 +53,6 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
       });
     }
     // leave it to type to add the value
-    type.addValue(value);
+    type.parse(value);
   }
 });
diff --git a/lib/type.js b/lib/type.js
index 900a478..05b1999 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -30,7 +30,7 @@ var Type = exports.Type = State.extend({
       return this.name;
     }
   },
-  addValue: function() {
+  parse: function() {
     this.count += 1;
   }
 });
@@ -92,7 +92,7 @@ var PrimitiveType = exports.PrimitiveType = Type.extend({
    * adds the value to the value collection. Just passing it through.
    * @param {Any} value   value to be added
    */
-  addValue: function (value) {
+  parse: function (value) {
     this.values.add({value: value});
     this.count += 1;
   }
@@ -218,7 +218,7 @@ exports.Document = Type.extend({
    * parse sub-document and add each key/value to this.fields
    * @param {Object} obj  The sub-document to be parsed
    */
-  addValue: function(obj) {
+  parse: function(obj) {
     // parse sub-document and add to this.fields
     assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
 
@@ -255,7 +255,7 @@ module.exports.Array = Type.extend({
       }
     }
   },
-  addValue: function(arr) {
+  parse: function(arr) {
     assert(_.isArray(arr), format('value must be array, got `%s`', arr));
 
     _.each(arr, function (val) {
diff --git a/test/field-collection.test.js b/test/field-collection.test.js
index 0bd5f69..0ac786b 100644
--- a/test/field-collection.test.js
+++ b/test/field-collection.test.js
@@ -19,7 +19,7 @@ describe('FieldCollection', function () {
 
   it('should pass down collection\'s parent to its values', function () {
     var doc = new Document();
-    doc.addValue({foo: 1, bar: 1});
+    doc.parse({foo: 1, bar: 1});
     assert.equal(doc.fields.get('foo').parent, doc);
   });
 });
diff --git a/test/type.test.js b/test/type.test.js
index 4336b11..5f12465 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -12,18 +12,18 @@ describe('Array', function () {
   });
 
   it('should add values of a single type to the correct type', function () {
-    arr.addValue([5, 2, 5, 5, 0]);
+    arr.parse([5, 2, 5, 5, 0]);
     assert.deepEqual(arr.types.get('Number').values.serialize(), [5, 2, 5, 5, 0]);
   });
 
   it('should throw if the value is not an array', function () {
     assert.throws(function() {
-      arr.addValue(5);
+      arr.parse(5);
     });
   });
 
   it('should add values of a mixed types to the correct types', function () {
-    arr.addValue([false, "foo", true, "bar"]);
+    arr.parse([false, "foo", true, "bar"]);
     assert.deepEqual(arr.types.get('Boolean').values.serialize(), [false, true]);
     assert.deepEqual(arr.types.get('String').values.serialize(), ["foo", "bar"]);
   });
@@ -41,15 +41,15 @@ describe('Document', function () {
 
   it('should throw if the value is not an object', function () {
     assert.throws(function () {
-      doc.addValue([1, 2, 3]);
+      doc.parse([1, 2, 3]);
     });
   });
 
   it('should add fields recursively', function () {
-    doc.addValue({foo: 1});
-    doc.addValue({foo: 2});
-    doc.addValue({foo: 3});
-    doc.addValue({foo: 'hello', bar: 'good bye'});
+    doc.parse({foo: 1});
+    doc.parse({foo: 2});
+    doc.parse({foo: 3});
+    doc.parse({foo: 'hello', bar: 'good bye'});
     assert.ok(doc.fields.get('foo'));
     assert.deepEqual(doc.fields.get('foo').values.serialize(), [1, 2, 3, 'hello']);
     assert.deepEqual(doc.fields.get('foo').types.get('Number').values.serialize(), [1, 2, 3]);

From af21952b5b66661be63606ff77a3b0762405e01d Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 20:10:31 +1000
Subject: [PATCH 23/42] schema name, parents working, array prob

---
 lib/field.js                    | 31 ++++++++++++-----------
 lib/schema.js                   |  4 ++-
 lib/type.js                     | 22 ++++++++++------
 test/array-object-types.test.js | 16 ++++++------
 test/schema.test.js             | 45 +++++++++++++++++++++++++++++++++
 5 files changed, 86 insertions(+), 32 deletions(-)
 create mode 100644 test/schema.test.js

diff --git a/lib/field.js b/lib/field.js
index bef1f8a..0502d3a 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -85,7 +85,8 @@ module.exports = State.extend({
       }
     },
     probability: {
-      deps: ['types.length'],
+      deps: ['count', 'parent.count'],
+      cache: false,
       fn: function () {
         if (!this.parent) return null;
         return this.count / this.parent.count;
@@ -96,21 +97,21 @@ module.exports = State.extend({
      * This differs from `#count` as it is the value used to calculate
      * the probability of this field's children.  @see #commit()
      */
-    total: {
-      deps: ['count', 'probability'],
-      fn: function() {
-        if (this.probability === 1) return this.count;
+    // total: {
+    //   deps: ['count', 'probability'],
+    //   fn: function() {
+    //     if (this.probability === 1) return this.count;
 
-        var parentIsArray = false;
-        if (this.collection && this.collection.parent) {
-          parentIsArray = this.collection.parent.type === 'Array';
-        }
-        if (parentIsArray) {
-          return _.sum(this.types.pluck('count'));
-        }
-        return (this.count / this.probability);
-      }
-    },
+    //     var parentIsArray = false;
+    //     if (this.collection && this.collection.parent) {
+    //       parentIsArray = this.collection.parent.type === 'Array';
+    //     }
+    //     if (parentIsArray) {
+    //       return _.sum(this.types.pluck('count'));
+    //     }
+    //     return (this.count / this.probability);
+    //   }
+    // },
     /**
      * Does this field contain any duplicate values?
      * @returns {Boolean}
diff --git a/lib/schema.js b/lib/schema.js
index ea3c607..f4a3346 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -5,11 +5,13 @@ var Document = require('./type').Document;
  * The top level schema document
  */
 var Schema = Document.extend({
-  className: 'Schema',
   idAttribute: 'ns',
   props: {
     ns: {
       type: 'string'
+    },
+    name: {
+      default: 'Schema'
     }
   },
   stream: function() {
diff --git a/lib/type.js b/lib/type.js
index 05b1999..8f3b2f5 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -19,16 +19,22 @@ var Type = exports.Type = State.extend({
     count: {
       type: 'number',
       default: 0
-    },
-    probability: {
-      type: 'number',
-      default: 0
     }
   },
   derived: {
-    fn: function () {
-      return this.name;
-    }
+    className: {
+      fn: function () {
+        return this.name;
+      }
+    },
+    probability: {
+      // deps: ['count', 'parent.count'],
+      cache: false,
+      fn: function () {
+        if (!this.parent) return null;
+        return this.count / this.parent.count;
+      }
+    },
   },
   parse: function() {
     this.count += 1;
@@ -262,7 +268,7 @@ module.exports.Array = Type.extend({
       this.types.addToType(val);
     }.bind(this));
 
-    this.count += arr.length;
+    this.count += 1;
   },
   collections: {
     types: TypeCollection
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index c1a649a..bc1b3c1 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -10,7 +10,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     { x: { b: 1 } },
     { x: [ "bar", null, false ] },
     { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    { e: 1 }
+    // { e: 1 }
   ];
 
   var schema;
@@ -32,10 +32,10 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
-        'Array': 3/6,
-        'String': 1/6,
-        'Object': 1/6,
-        'Undefined': 1/6
+        'Array': 3/5,
+        'String': 1/5,
+        'Document': 1/5,
+        // 'Undefined': 1/6
       });
     });
 
@@ -44,7 +44,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should have an `.fields` alias for convenience', function() {
-      assert.deepEqual(x.fields, x.types.get('Object').fields);
+      assert.deepEqual(x.fields, x.types.get('Document').fields);
     });
   });
 
@@ -70,7 +70,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         'String': 1/8,
         'Null': 1/8,
         'Boolean': 1/8,
-        'Object': 2/8
+        'Document': 2/8
       });
     });
 
@@ -83,7 +83,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     });
 
     it('should have a `.fields` alias for convenience', function () {
-      assert.deepEqual(arr.fields, arr.types.get('Object').fields);
+      assert.deepEqual(arr.fields, arr.types.get('Document').fields);
     });
 
   });
diff --git a/test/schema.test.js b/test/schema.test.js
new file mode 100644
index 0000000..3529342
--- /dev/null
+++ b/test/schema.test.js
@@ -0,0 +1,45 @@
+var Schema = require('../lib/schema');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:schema');
+
+
+describe('Schema', function () {
+  var schema;
+  beforeEach(function () {
+    schema = new Schema();
+  });
+
+  it('should be constructable', function() {
+    assert.ok(schema);
+  });
+
+  it('should parse a simple document', function () {
+    schema.parse({foo: 1});
+    assert.ok(schema.fields.get('foo'));
+    assert.equal(schema.count, 1);
+  });
+
+  it('should parse a nested document', function () {
+    schema.parse({foo: {bar: 1}});
+    assert.ok(schema.fields.get('foo'));
+    assert.ok(schema.fields.get('foo').types.get('Document').fields.get('bar'));
+    assert.equal(schema.count, 1);
+    assert.equal(schema.fields.get('foo').types.get('Document').count, 1);
+  });
+
+  it('should set up the parent tree all the way down', function () {
+    schema.parse({foo: {bar: [1, 2, 3]}});
+    var foo = schema.fields.get('foo');
+    assert.equal(foo.parent, schema);
+    var subdoc = foo.types.get('Document');
+    assert.equal(subdoc.parent, foo);
+    var bar = subdoc.fields.get('bar');
+    assert.equal(bar.parent, subdoc);
+    var arr = bar.types.get('Array');
+    assert.equal(arr.parent, bar);
+    var num = arr.types.get('Number');
+    assert.equal(num.parent, arr);
+    var val = num.values.at(0);
+    assert.equal(val.parent, num);
+  });
+});

From 7438723af3ac19ce631a8060b507ebd1178cf4d9 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 20:40:08 +1000
Subject: [PATCH 24/42] added "Undefined" handling, total_count

---
 lib/field.js                    |  1 -
 lib/type.js                     | 31 ++++++++++++++++++++++++++-----
 test/array-object-types.test.js | 28 ++++++++++++++--------------
 3 files changed, 40 insertions(+), 20 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index 0502d3a..8e35596 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -86,7 +86,6 @@ module.exports = State.extend({
     },
     probability: {
       deps: ['count', 'parent.count'],
-      cache: false,
       fn: function () {
         if (!this.parent) return null;
         return this.count / this.parent.count;
diff --git a/lib/type.js b/lib/type.js
index 8f3b2f5..7422354 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -32,7 +32,7 @@ var Type = exports.Type = State.extend({
       cache: false,
       fn: function () {
         if (!this.parent) return null;
-        return this.count / this.parent.count;
+        return this.count / (this.parent.total_count || this.parent.count);
       }
     },
   },
@@ -228,8 +228,10 @@ exports.Document = Type.extend({
     // parse sub-document and add to this.fields
     assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
 
-    _.each(obj, function(val, key) {
-      this.fields.addToField(key, val);
+    // make sure to handle undefined values too
+    var union = _.union(_.keys(obj), this.fields.pluck('name'));
+    _.each(union, function(key) {
+      this.fields.addToField(key, obj[key]);
     }.bind(this));
 
     this.count += 1;
@@ -254,10 +256,28 @@ module.exports.Array = Type.extend({
     }
   },
   derived: {
+    total_count: {
+      cache: false,
+      fn: function() {
+        return _.sum(this.lengths);
+      }
+    },
     average_length: {
-      deps: ['lengths'],
+      deps: ['count'],
+      fn: function() {
+        return this.total_count / this.count;
+      }
+    },
+    /**
+     * Convenience alias to access sub-fields. Returns
+     * null if this Field does not have a 'Document' type.
+     * @returns {FieldCollection}
+     */
+    fields: {
+      deps: ['types.length'],
       fn: function() {
-        return _.sum(this.lengths) / this.lengths.length;
+        var objType = this.types.get('Document');
+        return objType ? objType.fields : null;
       }
     }
   },
@@ -268,6 +288,7 @@ module.exports.Array = Type.extend({
       this.types.addToType(val);
     }.bind(this));
 
+    this.lengths.push(arr.length);
     this.count += 1;
   },
   collections: {
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index bc1b3c1..b53bbfd 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -10,7 +10,7 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
     { x: { b: 1 } },
     { x: [ "bar", null, false ] },
     { x: [ {c: 1, d: 1}, {c: 2 } ] },
-    // { e: 1 }
+    { e: 1 }
   ];
 
   var schema;
@@ -32,10 +32,10 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
         x.types.pluck('probability')
       );
       assert.deepEqual(dist, {
-        'Array': 3/5,
-        'String': 1/5,
-        'Document': 1/5,
-        // 'Undefined': 1/6
+        'Array': 3/6,
+        'String': 1/6,
+        'Document': 1/6,
+        'Undefined': 1/6
       });
     });
 
@@ -56,10 +56,18 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
       arr = schema.fields.get('x').types.get('Array');
     });
 
-    it('should return the lengths of all encountered arrays', function () {
+    it('should return the lengths of all encountered arrays', function() {
       assert.deepEqual(arr.lengths, [3, 3, 2]);
     });
 
+    it('should return the probability of x being an array', function(){
+      assert.equal(arr.probability, 3/6);
+    });
+
+    it('should return the total count of all containing values', function() {
+      assert.equal(arr.total_count, 8);
+    });
+
     it('should return the type distribution inside an array', function () {
       var arrDist = _.zipObject(
         arr.types.pluck('name'),
@@ -74,14 +82,6 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
       });
     });
 
-    it('should return the correct count inside the array', function () {
-      assert.equal(arr.count, 8);
-    });
-
-    it('should contain the basic values inside the array', function () {
-      assert.deepEqual(arr.values.serialize(), [1, 2, 3, 'foo', null, false]);
-    });
-
     it('should have a `.fields` alias for convenience', function () {
       assert.deepEqual(arr.fields, arr.types.get('Document').fields);
     });

From c99e5510f241a49827240718b50dcbba3ceb3962 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 25 Jun 2015 23:30:57 +1000
Subject: [PATCH 25/42] undefined, end trigger, probabilities

---
 lib/collection-parent-mixin.js    |   4 +-
 lib/field-collection.js           |  11 ++-
 lib/field.js                      | 151 ++----------------------------
 lib/parser.js                     |  84 -----------------
 lib/schema.js                     |   9 +-
 lib/type-collection.js            |   5 +
 test/basic-embedded-array.test.js |   7 +-
 test/schema.test.js               |  12 +++
 test/type-collection.test.js      |   6 +-
 9 files changed, 51 insertions(+), 238 deletions(-)
 delete mode 100644 lib/parser.js

diff --git a/lib/collection-parent-mixin.js b/lib/collection-parent-mixin.js
index d2a712a..3f27465 100644
--- a/lib/collection-parent-mixin.js
+++ b/lib/collection-parent-mixin.js
@@ -1,9 +1,11 @@
 var _ = require('lodash');
 var AmpersandCollection = require('ampersand-collection');
 
+/**
+ * Collection with this mixin passes its parent down to its values
+ */
 module.exports = {
   set: function (models, options) {
-    // set model parent to collection's parent
     options = _.defaults({
       parent: this.parent
     }, options || {});
diff --git a/lib/field-collection.js b/lib/field-collection.js
index 00404f4..a17f128 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -36,8 +36,17 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
         name: name,
         parent: this.parent
       });
+      // first time we saw this field. We need to compensate for
+      // the undefined values we missed so far.
+      if (this.parent && this.parent.count > 0) {
+        var undef = field.types.add({name: 'Undefined'});
+        undef.count += this.parent.count;
+      }
     }
-    field.count += 1;
+    // undefined are not counted towards the field's count
+    if(value !== undefined) field.count += 1;
+    // but they are counted towards the field's total_count
+    field.total_count += 1;
     field.types.addToType(value);
   }
 });
diff --git a/lib/field.js b/lib/field.js
index 8e35596..320f5c3 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -1,4 +1,3 @@
-var _ = require('lodash');
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
 var ValueCollection = require('./value-collection');
@@ -26,12 +25,12 @@ module.exports = State.extend({
       default: 0
     },
     /**
-     * Probability of this field being set.
+     * Number of counts of all children types, including Undefined
      */
-    // probability: {
-    //   type: 'number',
-    //   default: 0
-    // },
+    total_count: {
+      type: 'number',
+      default: 0
+    },
     /**
      * Number of unique values seen.
      */
@@ -91,26 +90,6 @@ module.exports = State.extend({
         return this.count / this.parent.count;
       }
     },
-    /**
-     * The total number of documents we would see if always set.
-     * This differs from `#count` as it is the value used to calculate
-     * the probability of this field's children.  @see #commit()
-     */
-    // total: {
-    //   deps: ['count', 'probability'],
-    //   fn: function() {
-    //     if (this.probability === 1) return this.count;
-
-    //     var parentIsArray = false;
-    //     if (this.collection && this.collection.parent) {
-    //       parentIsArray = this.collection.parent.type === 'Array';
-    //     }
-    //     if (parentIsArray) {
-    //       return _.sum(this.types.pluck('count'));
-    //     }
-    //     return (this.count / this.probability);
-    //   }
-    // },
     /**
      * Does this field contain any duplicate values?
      * @returns {Boolean}
@@ -144,129 +123,13 @@ module.exports = State.extend({
      */
     values: ValueCollection
   },
-  /**
-   * @constructs Field
-   */
-  initialize: function() {
-    this.listenTo(this.types, 'add', this.onTypeAdded);
-    this.listenTo(this.types, 'remove', this.onTypeRemoved);
-    this.listenTo(this.types, 'reset refresh', this.onTypeReset);
-  },
-  /**
-   * When new types are added, trigger a change event to recalculate `this.type`
-   * and add listeners so any operations on `type.values` are reflected on
-   * `this.values`.
-   *
-   * @param {Type} type that's being added.
-   * @param {TypeCollection} collection the type was added to.
-   * @param {Object} options
-   */
-  onTypeAdded: function(type) {
-    /**
-     * Currently have to manually trigger events on collections so
-     * derived properties are recalculated at the right time.
-     * In this case, triggering `change:types.length` will cause
-     * the `type` property to be recalculated correctly.
-     */
-    this.trigger('change:types.length');
-    if (type.values) {
-      this.listenTo(type.values, 'add', this.onValueAdded);
-      this.listenTo(type.values, 'remove', this.onValueRemoved);
-      this.listenTo(type.values, 'reset', this.onValueReset);
-    }
-  },
-  /**
-   * @see Schema#onTypeAdded
-   *
-   * @param {Type} type being removed.
-   * @param {TypeCollection} collection it was removed from.
-   * @param {Object} options
-   */
-  onTypeRemoved: function(type) {
-    this.trigger('change:types.length');
-    if (type.values) {
-      this.stopListening(type.values, 'add', this.onValueAdded);
-      this.stopListening(type.values, 'remove', this.onValueRemoved);
-      this.stopListening(type.values, 'reset', this.onValueReset);
-    }
-  },
-  onTypeReset: function() {
-    this.trigger('change:types.length');
-  },
-  /**
-   * @param {ValueCollection} collection the value was added to.
-   * @param {Value} value being added.
-   * @param {Object} options
-   */
-  onValueAdded: function(value) {
-    this.values.add(value);
-  },
-  /**
-   * @param {ValueCollection} collection the value was removed from.
-   * @param {Value} value being removed.
-   * @param {Object} options
-   */
-  onValueRemoved: function(value) {
-    this.values.remove(value);
-  },
-  onValueReset: function() {
-    this.values.reset();
-  },
-  /**
-   * We've finished parsing a new document! Finalize all of the probabilities
-   * and make sure all of our child collections are nicely sorted.
-   * If we have any subfields, call `commit()` on each of those as well.
-   */
-  // commit: function() {
-  //   var newprob;
-  //   newprob = this.count / this.parent.count;
-  //   if (newprob !== this.probability) {
-  //     this.probability = newprob;
-  //   }
-  //   var undef = this.types.get('Undefined');
-  //   if ((this.total - this.count) <= 0) {
-  //     if(undef){
-  //       debug('removing extraneous Undefined for `%s`', this.getId());
-  //       this.types.remove({
-  //         name: 'Undefined'
-  //       });
-  //     }
-  //     // No undefined types to manage
-  //   } else {
-  //     if (!undef) {
-  //       debug('adding Undefined for `%s`', this.getId());
-  //       undef = this.types.add({
-  //         name: 'Undefined',
-  //         unique: 1
-  //       });
-  //     }
-  //     undef.count = (this.total - this.count);
-  //     undef.probability = (undef.count - this.count);
-  //   }
-  //   this.types.map(function(type) {
-  //     type.probability = type.count / this.total;
-  //     type.unique = _.unique(type.values.pluck('value')).length;
-  //   }.bind(this));
-  //   this.unique = _.sum(this.types.pluck('unique'));
-  //   this.types.sort();
-
-  //   if (this.fields.length > 0) {
-  //     this.fields.map(function(field) {
-  //       field.commit();
-  //     });
-  //   }
-  // },
   serialize: function() {
     var res = this.getAttributes({
       props: true,
       derived: true
     }, true);
-    if (this.fields.length > 0) {
-      res.fields = this.fields.serialize();
-    } else {
-      res.values = this.values.serialize();
-      res.types = this.types.serialize();
-    }
+    res.values = this.values.serialize();
+    res.types = this.types.serialize();
     return res;
   },
 });
diff --git a/lib/parser.js b/lib/parser.js
deleted file mode 100644
index 360c9a5..0000000
--- a/lib/parser.js
+++ /dev/null
@@ -1,84 +0,0 @@
-// var _ = require('lodash');
-
-// var getTypeName = module.exports.getTypeName = function (value) {
-//   var T;
-//   if (_.has(value, '_bsontype')) {
-//     T = value._bsontype;
-//   } else {
-//     T = Object.prototype.toString.call(value).replace(/\[object (\w+)\]/, '$1');
-//   }
-//   // don't want to create naming conflict with javascript Object
-//   if (T === 'Object') T = 'Document';
-//   return T;
-// };
-
-// var addValueToType = module.exports.addValueToTypes = function (types, value) {
-//   var typeName = getTypeName(value);
-//   // get or create type
-//   var type = types.get(typeName);
-//   if (!type) {
-//     type = types.add({
-//       name: typeName
-//     });
-//   }
-//   type.count += 1;
-//   // leave it to type to add the value
-//   type.addValue(value);
-// };
-
-// module.exports.addValueToFields = function(schema, name, value) {
-//   // get or create field
-//   var field = schema.fields.get(name);
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       parent: schema
-//     });
-//   }
-//   field.count += 1;
-
-//   addValueToType(field.types, value);
-// };
-
-
-// function onEmbeddedArray(schema, name, typeName, value) {
-//   var field = schema.fields.get(name);
-
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       klass: Field.EmbeddedArray,
-//       parent: schema
-//     });
-//   }
-
-//   field.count += 1;
-//   field.lengths.push(value.length);
-//   field.trigger('change:lengths');
-//   _.each(value, function(d) {
-//     var typeName = getTypeName(d);
-//     if (typeName === 'Object') {
-//       _.each(d, function(val, key) {
-//         onBasicField(field, key, getTypeName(val), val);
-//       });
-//     } else {
-//       onBasicField(field, '__basic__', typeName, d);
-//     }
-//   });
-// }
-
-// function onEmbeddedDocument(schema, name, typeName, value) {
-//   var field = schema.fields.get(name);
-
-//   if (!field) {
-//     field = schema.fields.add({
-//       name: name,
-//       klass: Field.EmbeddedDocument,
-//       parent: schema
-//     });
-//   }
-//   field.count += 1;
-//   _.each(value, function(val, key) {
-//     onFieldSampled(field, key, val);
-//   });
-// }
diff --git a/lib/schema.js b/lib/schema.js
index f4a3346..91621ba 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -2,7 +2,8 @@ var es = require('event-stream');
 var Document = require('./type').Document;
 
 /**
- * The top level schema document
+ * The top level schema document, like a Document type
+ * but with extra stream interface.
  */
 var Schema = Document.extend({
   idAttribute: 'ns',
@@ -16,10 +17,14 @@ var Schema = Document.extend({
   },
   stream: function() {
     var schema = this;
-    return es.map(function(doc, done) {
+    var stream = es.map(function(doc, done) {
       schema.parse(doc);
       done();
     });
+    stream.on('end', function () {
+      schema.trigger('end', this);
+    });
+    return stream;
   }
 });
 
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 1ff0b42..1ed20c9 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -5,6 +5,11 @@ var assert = require('assert');
 var _ = require('lodash');
 var debug = require('debug')('mongodb-schema:type-collection');
 
+/**
+ * Helper function to get the type name given a value
+ * @param  {Any} value   value to get type for
+ * @return {String}      type name, e.g. Boolean or ObjectID
+ */
 var getTypeName = function (value) {
   var T;
   if (_.has(value, '_bsontype')) {
diff --git a/test/basic-embedded-array.test.js b/test/basic-embedded-array.test.js
index cd16420..c79f3c5 100644
--- a/test/basic-embedded-array.test.js
+++ b/test/basic-embedded-array.test.js
@@ -23,16 +23,16 @@ describe('basic embedded array', function() {
 
   before(function(done) {
     following = getSchema('following', docs, function() {
-      following_ids = following.fields.get('following_ids').fields.get('__basic__');
+      following_ids = following.fields.get('following_ids').types.get('Array');
       done();
     });
   });
   it('should have 2 lengths for following_ids', function() {
-    assert.deepEqual(following.fields.get('following_ids').lengths, [1, 2]);
+    assert.deepEqual(following_ids.lengths, [1, 2]);
   });
 
   it('should have an average length of 1.5 for following_ids', function() {
-    assert.equal(following.fields.get('following_ids').average_length, 1.5);
+    assert.equal(following_ids.average_length, 1.5);
   });
 
   it('should have a sum of probability for following_ids of 1', function() {
@@ -52,5 +52,4 @@ describe('basic embedded array', function() {
       following.toJSON();
     });
   });
-  // @todo: write more tests when not so tired...
 });
diff --git a/test/schema.test.js b/test/schema.test.js
index 3529342..5609dae 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -1,6 +1,8 @@
 var Schema = require('../lib/schema');
+var getSchema = require('../lib');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:schema');
+var es = require('event-stream');
 
 
 describe('Schema', function () {
@@ -42,4 +44,14 @@ describe('Schema', function () {
     var val = num.values.at(0);
     assert.equal(val.parent, num);
   });
+
+  it('should trigger an `end` event at the end of parsing a stream', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 1}];
+    var src = es.readArray(docs);
+    schema.on('end', function () {
+      done();
+    });
+
+    src.pipe(schema.stream());
+  });
 });
diff --git a/test/type-collection.test.js b/test/type-collection.test.js
index e58c2b2..58a18af 100644
--- a/test/type-collection.test.js
+++ b/test/type-collection.test.js
@@ -59,7 +59,8 @@ describe('TypeCollection', function () {
   it('should add array values correctly', function () {
     types.addToType([1, 2, 3]);
     assert.ok(types.get('Array'));
-    assert.equal(types.get('Array').count, 3);
+    assert.equal(types.get('Array').count, 1);
+    assert.equal(types.get('Array').types.get('Number').count, 3);
     assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3]);
   });
 
@@ -70,7 +71,8 @@ describe('TypeCollection', function () {
     types.addToType(5);
 
     assert.ok(types.get('Array'));
-    assert.equal(types.get('Array').count, 4);
+    assert.equal(types.get('Array').count, 2);
+    assert.equal(types.get('Array').types.get('Number').count, 4);
     assert.deepEqual(types.get('Array').types.get('Number').values.serialize(), [1, 2, 3, 4]);
     assert.deepEqual(types.get('Number').count, 1);
     assert.deepEqual(types.get('String').count, 1);

From a864bb968a70c9ac672c8c8db818ac0126f9bdbc Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 12:35:08 +1000
Subject: [PATCH 26/42] className --> namespace

---
 lib/field-collection.js |  9 +++--
 lib/field.js            |  9 +----
 lib/type-collection.js  |  2 +-
 lib/type.js             | 88 ++++++++++++++++++++++++++++++-----------
 lib/value-collection.js |  2 +-
 lib/value.js            |  2 +-
 6 files changed, 77 insertions(+), 35 deletions(-)

diff --git a/lib/field-collection.js b/lib/field-collection.js
index a17f128..cec405d 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -8,7 +8,7 @@ var debug = require('debug')('mongodb-schema:field-collection');
  * Container for a list of Fields.
  */
 var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
-  className: 'FieldCollection',
+  namespace: 'FieldCollection',
   mainIndex: 'name',
   model: Field,
   comparator: function (a, b) {
@@ -36,8 +36,11 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
         name: name,
         parent: this.parent
       });
-      // first time we saw this field. We need to compensate for
-      // the undefined values we missed so far.
+      /**
+       * first time we see this field. We need to compensate for
+       * the Undefined values we missed so far for this field,
+       * by setting the count to the parent count.
+       */
       if (this.parent && this.parent.count > 0) {
         var undef = field.types.add({name: 'Undefined'});
         undef.count += this.parent.count;
diff --git a/lib/field.js b/lib/field.js
index 320f5c3..f1bdfaf 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -1,13 +1,12 @@
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
-var ValueCollection = require('./value-collection');
 var debug = require('debug')('mongodb-schema:field');
 
 /**
  * Describes a single field in the schema based on sampled values.
  */
 module.exports = State.extend({
-  className: 'Field',
+  namespace: 'Field',
   idAttribute: 'name',
   props: {
     /**
@@ -117,11 +116,7 @@ module.exports = State.extend({
     /**
      * Types seen for this field.
      */
-    types: TypeCollection,
-    /**
-     * A sample of values seen for this field.
-     */
-    values: ValueCollection
+    types: TypeCollection
   },
   serialize: function() {
     var res = this.getAttributes({
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 1ed20c9..0a5be67 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -23,7 +23,7 @@ var getTypeName = function (value) {
 };
 
 module.exports = Collection.extend(lodashMixin, parentMixin, {
-  className: 'TypeCollection',
+  namespace: 'TypeCollection',
   mainIndex: 'name',
   /**
    * Sort by probability descending, with Undefined always last.
diff --git a/lib/type.js b/lib/type.js
index 7422354..1517298 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -21,15 +21,17 @@ var Type = exports.Type = State.extend({
       default: 0
     }
   },
+  session: {
+    parent: 'state'
+  },
   derived: {
-    className: {
+    namespace: {
       fn: function () {
         return this.name;
       }
     },
     probability: {
-      // deps: ['count', 'parent.count'],
-      cache: false,
+      deps: ['count', 'parent.count'],
       fn: function () {
         if (!this.parent) return null;
         return this.count / (this.parent.total_count || this.parent.count);
@@ -43,8 +45,7 @@ var Type = exports.Type = State.extend({
 
 
 /**
- * Constant types are just generic types with the appropriate name.
- * They do not store any values.
+ * Types that do not need to store any values
  */
 var ConstantType = exports.ConstantType = Type.extend({});
 
@@ -64,6 +65,9 @@ exports.Undefined = ConstantType.extend({
   }
 });
 
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MaxKey.html
+ */
 exports.MaxKey = ConstantType.extend({
   props: {
     name: {
@@ -72,6 +76,9 @@ exports.MaxKey = ConstantType.extend({
   }
 });
 
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MinKey.html
+ */
 exports.MinKey = ConstantType.extend({
   props: {
     name: {
@@ -104,6 +111,9 @@ var PrimitiveType = exports.PrimitiveType = Type.extend({
   }
 });
 
+
+// --- Native Javascript Types ---
+
 exports.String = PrimitiveType.extend({
   props: {
     name: {
@@ -120,70 +130,90 @@ exports.Number = PrimitiveType.extend({
   }
 });
 
-exports.Double = PrimitiveType.extend({
+exports.Boolean = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Double'
+      default: 'Boolean'
     }
   }
 });
 
-exports.Long = PrimitiveType.extend({
+exports.Date = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Long'
+      default: 'Date'
     }
   }
 });
 
-exports.Timestamp = PrimitiveType.extend({
+exports.RegExp = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Timestamp'
+      default: 'RegExp'
     }
   }
 });
 
-exports.Boolean = PrimitiveType.extend({
+// --- BSON Types ---
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Double.html
+ */
+exports.Double = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Boolean'
+      default: 'Double'
     }
   }
 });
 
-exports.Date = PrimitiveType.extend({
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Long.html
+ */
+exports.Long = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Date'
+      default: 'Long'
     }
   }
 });
 
-exports.ObjectID = PrimitiveType.extend({
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Timestamp.html
+ */
+exports.Timestamp = PrimitiveType.extend({
   props: {
     name: {
-      default: 'ObjectID'
+      default: 'Timestamp'
     }
   }
 });
 
-exports.Binary = PrimitiveType.extend({
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/ObjectID.html
+ */
+exports.ObjectID = PrimitiveType.extend({
   props: {
     name: {
-      default: 'Binary'
+      default: 'ObjectID'
     }
   }
 });
 
-exports.RegExp = PrimitiveType.extend({
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Binary.html
+ */
+exports.Binary = PrimitiveType.extend({
   props: {
     name: {
-      default: 'RegExp'
+      default: 'Binary'
     }
   }
 });
 
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Symbol.html
+ */
 exports.Symbol = PrimitiveType.extend({
   props: {
     name: {
@@ -192,6 +222,9 @@ exports.Symbol = PrimitiveType.extend({
   }
 });
 
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Code.html
+ */
 exports.Code = PrimitiveType.extend({
   props: {
     name: {
@@ -200,6 +233,9 @@ exports.Code = PrimitiveType.extend({
   }
 });
 
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/DBRef.html
+ */
 exports.DBRef = PrimitiveType.extend({
   props: {
     name: {
@@ -228,7 +264,15 @@ exports.Document = Type.extend({
     // parse sub-document and add to this.fields
     assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
 
-    // make sure to handle undefined values too
+    /**
+     * this is a nice way to handle the Undefined values. It iterates over the union
+     * of object keys and existing field names, automatically inserting undefined
+     * for the fields that are not in the current object.
+     *
+     * Only caveat is that when a field is created for the first time, we need to
+     * retrospectively bump up the undefined count. That's taken care of in
+     * @see FieldCollection#addToField
+     */
     var union = _.union(_.keys(obj), this.fields.pluck('name'));
     _.each(union, function(key) {
       this.fields.addToField(key, obj[key]);
diff --git a/lib/value-collection.js b/lib/value-collection.js
index ea5422e..acf5d71 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -4,7 +4,7 @@ var parentMixin = require('./collection-parent-mixin');
 var Value = require('./value');
 
 module.exports = Collection.extend(lodashMixin, parentMixin, {
-  className: 'ValueCollection',
+  namespace: 'ValueCollection',
   mainIndex: 'id',
   model: Value,
   serialize: function() {
diff --git a/lib/value.js b/lib/value.js
index 86927f3..8871fd2 100644
--- a/lib/value.js
+++ b/lib/value.js
@@ -1,7 +1,7 @@
 var State = require('ampersand-state');
 
 module.exports = State.extend({
-  className: 'Value',
+  namespace: 'Value',
   idAttribute: 'id',
   props: {
     id: {

From 7a176df2125c2109a888d2302bbac489206a0e3c Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 12:48:02 +1000
Subject: [PATCH 27/42] missed dependency on total_count for Type#probability

---
 lib/field.js                    | 3 ---
 lib/type.js                     | 3 +--
 test/array-object-types.test.js | 4 ----
 3 files changed, 1 insertion(+), 9 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index f1bdfaf..d867639 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -123,10 +123,7 @@ module.exports = State.extend({
       props: true,
       derived: true
     }, true);
-    res.values = this.values.serialize();
     res.types = this.types.serialize();
     return res;
   },
 });
-
-
diff --git a/lib/type.js b/lib/type.js
index 1517298..9a1ac1e 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -31,7 +31,7 @@ var Type = exports.Type = State.extend({
       }
     },
     probability: {
-      deps: ['count', 'parent.count'],
+      deps: ['count', 'parent.count', 'parent.total_count'],
       fn: function () {
         if (!this.parent) return null;
         return this.count / (this.parent.total_count || this.parent.count);
@@ -339,4 +339,3 @@ module.exports.Array = Type.extend({
     types: TypeCollection
   }
 });
-
diff --git a/test/array-object-types.test.js b/test/array-object-types.test.js
index b53bbfd..3c98dec 100644
--- a/test/array-object-types.test.js
+++ b/test/array-object-types.test.js
@@ -39,10 +39,6 @@ describe('arrays and objects as type (INT-203 restructuring)', function () {
       });
     });
 
-    it('should contain the basic values of x at Field level', function() {
-      assert.deepEqual(x.values.serialize(), ["foo"]);
-    });
-
     it('should have an `.fields` alias for convenience', function() {
       assert.deepEqual(x.fields, x.types.get('Document').fields);
     });

From d0b88f83e98150d83bd6b558db857f2ec8645d43 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 13:51:54 +1000
Subject: [PATCH 28/42] unique and has_duplicates

---
 lib/field.js              | 26 ++++++++++++++++----------
 lib/type.js               | 25 +++++++++++++++++++++----
 test/basic-unique.test.js | 29 +++++++++++++++++++++--------
 3 files changed, 58 insertions(+), 22 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index d867639..8f0bc3c 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -1,5 +1,6 @@
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
+var _ = require('lodash');
 var debug = require('debug')('mongodb-schema:field');
 
 /**
@@ -30,17 +31,10 @@ module.exports = State.extend({
       type: 'number',
       default: 0
     },
-    /**
-     * Number of unique values seen.
-     */
-    unique: {
-      type: 'number',
-      default: 0
-    },
     /**
      * If using shortened keys to save space, it is expected this be the "real"
      * name of the field that could be input by the user.  For example,
-     * if `u` is the field's `name`, `username` is the field's title
+     * if `u` is the field's `name`, `username` is the field's `title`
      * and is much friendlier for humans.
      */
     title: {
@@ -89,14 +83,26 @@ module.exports = State.extend({
         return this.count / this.parent.count;
       }
     },
+    /**
+     * How many unique values. Not using cached property here
+     * @see Type#unique.
+     * @returns {Boolean}
+     */
+    unique: {
+      cache: false,
+      fn: function () {
+        return _.sum(this.types.pluck('unique'));
+      }
+    },
     /**
      * Does this field contain any duplicate values?
+     * Not using cached property here, @see Type#unique.
      * @returns {Boolean}
      */
     has_duplicates: {
-      deps: ['unique', 'count'],
+      cache: false,
       fn: function() {
-        return this.unique < this.count;
+        return this.unique < this.total_count;
       }
     },
     /**
diff --git a/lib/type.js b/lib/type.js
index 9a1ac1e..fe12761 100644
--- a/lib/type.js
+++ b/lib/type.js
@@ -47,7 +47,17 @@ var Type = exports.Type = State.extend({
 /**
  * Types that do not need to store any values
  */
-var ConstantType = exports.ConstantType = Type.extend({});
+var ConstantType = exports.ConstantType = Type.extend({
+  derived: {
+    unique: {
+      deps: ['count'],
+      fn: function () {
+        // more than 1 constant value means no longer unique
+        return Math.min(this.count, 1);
+      }
+    }
+  }
+});
 
 exports.Null = ConstantType.extend({
   props: {
@@ -92,10 +102,17 @@ exports.MinKey = ConstantType.extend({
  * Primitive types store their values and have a .unique counter
  */
 var PrimitiveType = exports.PrimitiveType = Type.extend({
-  props: {
+  derived: {
     unique: {
-      type: 'number',
-      default: 0
+      /**
+       * we're not using a cache here for performance reasons: listening
+       * to all add/remove/reset/sync events of PrimitiveType#values and
+       * recalculating uniqueness after each document is not necessary.
+       */
+      cache: false,
+      fn: function () {
+        return _.unique(this.values.pluck('value')).length;
+      }
     }
   },
   collections: {
diff --git a/test/basic-unique.test.js b/test/basic-unique.test.js
index f3d71cf..3456312 100644
--- a/test/basic-unique.test.js
+++ b/test/basic-unique.test.js
@@ -9,7 +9,12 @@ describe('unique', function() {
     },
     {
       _id: 2,
-      registered: true
+      registered: true,
+      code: null
+    },
+    {
+      _id: 3,
+      code: null
     }
   ];
 
@@ -24,13 +29,13 @@ describe('unique', function() {
     });
   });
 
-  it('should have count of 2 for `_id`', function() {
-    assert.equal(schema.fields.get('_id').count, 2);
+  it('should have count of 3 for `_id`', function() {
+    assert.equal(schema.fields.get('_id').count, 3);
   });
 
-  it('should have unique of 2 for `_id`', function() {
-    assert.equal(schema.fields.get('_id').unique, 2);
-    assert.equal(schema.fields.get('_id').types.get('Number').unique, 2);
+  it('should have unique of 3 for `_id`', function() {
+    assert.equal(schema.fields.get('_id').unique, 3);
+    assert.equal(schema.fields.get('_id').types.get('Number').unique, 3);
   });
 
   it('should not have duplicates for `_id`', function() {
@@ -41,8 +46,16 @@ describe('unique', function() {
     assert.equal(schema.fields.get('registered').count, 2);
   });
 
-  it('should have unique of 1 for `registered`', function() {
-    assert.equal(schema.fields.get('registered').unique, 1);
+  it('should have unique of 1 for `registered` type Boolean', function() {
+    assert.equal(schema.fields.get('registered').types.get('Boolean').unique, 1);
+  });
+
+  it('should have unique of 2 for `registered` overall', function() {
+    assert.equal(schema.fields.get('registered').unique, 2);
+  });
+
+  it('should have unique of 1 for `code`', function() {
+    assert.equal(schema.fields.get('code').types.get('Null').unique, 1);
   });
 
   it('should have duplicates for `registered`', function() {

From 6b90632af2084434781382c37b49f3ad52deebb2 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 14:33:28 +1000
Subject: [PATCH 29/42] schema helper takes stream&array. more tests.

---
 lib/index.js        |  8 +++++---
 test/events.test.js | 19 -------------------
 test/field.test.js  | 33 +++++++++++++++++++++++++++++++++
 test/schema.test.js | 37 ++++++++++++++++++++++++++++++++++++-
 test/type.test.js   | 17 ++++++++++++++++-
 5 files changed, 90 insertions(+), 24 deletions(-)
 delete mode 100644 test/events.test.js
 create mode 100644 test/field.test.js

diff --git a/lib/index.js b/lib/index.js
index b181b68..18f4b06 100644
--- a/lib/index.js
+++ b/lib/index.js
@@ -1,5 +1,6 @@
 var Schema = require('./schema');
 var es = require('event-stream');
+var debug = require('debug')('mongodb-schema:lib');
 
 /**
  * Convenience shortcut for parsing schemas.
@@ -14,10 +15,11 @@ module.exports = function(ns, docs, fn) {
   });
   var src;
 
-  if(docs.stream){
+  if(docs.stream && (typeof docs.stream === 'function')) {
     src = docs.stream();
-  }
-  else{
+  } else if (docs.pipe && (typeof docs.pipe === 'function')) {
+    src = docs;
+  } else {
     src = es.readArray(docs);
   }
 
diff --git a/test/events.test.js b/test/events.test.js
deleted file mode 100644
index 8f31ccc..0000000
--- a/test/events.test.js
+++ /dev/null
@@ -1,19 +0,0 @@
-var Schema = require('../').Schema;
-var assert = require('assert');
-
-describe('events', function() {
-  it('should fire a change:type event', function(done) {
-    var schema = new Schema();
-    schema.fields.on('add', function(field) {
-
-      assert.equal(field.getId(), '_id');
-      field.on('change:type', function(field, newType) {
-        assert.equal(newType, 'Number');
-        done();
-      });
-    });
-    schema.parse({
-      _id: 1
-    });
-  });
-});
diff --git a/test/field.test.js b/test/field.test.js
new file mode 100644
index 0000000..c390ac8
--- /dev/null
+++ b/test/field.test.js
@@ -0,0 +1,33 @@
+var Field = require('../lib/field');
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:type');
+
+describe('Field', function () {
+  var field;
+  beforeEach(function () {
+    field = new Field();
+  });
+
+  it('should be constructable', function () {
+    assert.ok(field);
+  });
+
+  it('should return single type string for Field#type for one type', function () {
+    field.types.addToType(16);
+    field.types.addToType(5);
+    field.types.addToType(-1);
+    assert.equal(field.type, 'Number');
+  });
+
+  it('should return array of type strings for Field#type for multiple types', function () {
+    field.types.addToType(16);
+    field.types.addToType(5);
+    field.types.addToType("foo");
+    field.types.addToType("bar");
+    assert.deepEqual(field.type, ['Number', 'String']);
+  });
+
+  it('should return undefined for Field#type if no types present', function () {
+    assert.equal(field.type, undefined);
+  });
+});
diff --git a/test/schema.test.js b/test/schema.test.js
index 5609dae..c96077c 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -1,5 +1,5 @@
 var Schema = require('../lib/schema');
-var getSchema = require('../lib');
+var schemaHelper = require('../lib');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:schema');
 var es = require('event-stream');
@@ -55,3 +55,38 @@ describe('Schema', function () {
     src.pipe(schema.stream());
   });
 });
+
+describe('Schema Helper', function() {
+  it('should be able to handle an array as input', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var src = es.readArray(docs);
+    var schema;
+    schema = schemaHelper('with.stream', src, function () {
+      assert.ok(schema.fields.get('foo'));
+      assert.ok(schema.fields.get('bar'));
+      done();
+    });
+  });
+
+  it('should be able to handle a stream as input', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var schema;
+    schema = schemaHelper('with.stream', docs, function () {
+      assert.ok(schema.fields.get('foo'));
+      assert.ok(schema.fields.get('bar'));
+      done();
+    });
+  });
+
+  it('should be able to handle an object as input that exposes a .stream() method', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var src = es.readArray(docs);
+    var obj = {name: 'Container Object', stream: function () { return src; }};
+    var schema;
+    schema = schemaHelper('with.stream', obj, function () {
+      assert.ok(schema.fields.get('foo'));
+      assert.ok(schema.fields.get('bar'));
+      done();
+    });
+  });
+});
diff --git a/test/type.test.js b/test/type.test.js
index 5f12465..51a08ad 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -11,6 +11,10 @@ describe('Array', function () {
     assert.ok(arr);
   });
 
+  it('should return Array as its namespace', function () {
+    assert.equal(arr.getNamespace(), 'Array');
+  });
+
   it('should add values of a single type to the correct type', function () {
     arr.parse([5, 2, 5, 5, 0]);
     assert.deepEqual(arr.types.get('Number').values.serialize(), [5, 2, 5, 5, 0]);
@@ -22,6 +26,11 @@ describe('Array', function () {
     });
   });
 
+  it('should return null for Type#fields if it does not have a Document type', function() {
+    arr.parse([1, 2, 3, "string",  false]);
+    assert.equal(arr.fields, null);
+  });
+
   it('should add values of a mixed types to the correct types', function () {
     arr.parse([false, "foo", true, "bar"]);
     assert.deepEqual(arr.types.get('Boolean').values.serialize(), [false, true]);
@@ -45,6 +54,13 @@ describe('Document', function () {
     });
   });
 
+  it('should return null for Type#fields if it does not have a Document type', function() {
+    doc.parse({foo: 1});
+    doc.parse({foo: 2});
+    doc.parse({foo: 3});
+    assert.equal(doc.fields.get('foo').fields, null);
+  });
+
   it('should add fields recursively', function () {
     doc.parse({foo: 1});
     doc.parse({foo: 2});
@@ -57,4 +73,3 @@ describe('Document', function () {
     assert.deepEqual(doc.fields.get('bar').types.get('String').values.serialize(), ['good bye']);
   });
 });
-

From de46593b2b00dd6502dff313f51cdd5b42ba9c48 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 14:57:48 +1000
Subject: [PATCH 30/42] 100% coverage, all tests passing.

---
 lib/type-collection.js        | 7 +++++++
 test/mixed-type-order.test.js | 8 ++++++--
 test/type.test.js             | 1 -
 test/values.test.js           | 9 ++++++---
 4 files changed, 19 insertions(+), 6 deletions(-)

diff --git a/lib/type-collection.js b/lib/type-collection.js
index 0a5be67..6fb1c9f 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -22,11 +22,14 @@ var getTypeName = function (value) {
   return T;
 };
 
+
 module.exports = Collection.extend(lodashMixin, parentMixin, {
   namespace: 'TypeCollection',
   mainIndex: 'name',
   /**
    * Sort by probability descending, with Undefined always last.
+   * Note that the application has to call collection.sort() explicitly;
+   * it will not be sorted automatically for performance reasons.
    */
   comparator: function(model) {
     if (model.getId() === 'Undefined') return 0;
@@ -59,5 +62,9 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
     }
     // leave it to type to add the value
     type.parse(value);
+  },
+  serialize: function() {
+    this.sort();
+    return Collection.prototype.serialize.call(this);
   }
 });
diff --git a/test/mixed-type-order.test.js b/test/mixed-type-order.test.js
index 72a82b2..bc75720 100644
--- a/test/mixed-type-order.test.js
+++ b/test/mixed-type-order.test.js
@@ -37,8 +37,12 @@ describe('mixed type order', function() {
   it('should have 3 types for `registered`', function() {
     assert.equal(schema.fields.get('registered').types.length, 3);
   });
-  it('should return the order of types as ["String", "Number", "Undefined"]', function(done) {
-    assert.deepEqual(schema.fields.get('registered').types.pluck('name'), ['String', 'Number', 'Undefined']);
+  it('should return the order of types as ["String", "Number", "Undefined"] when sorted', function(done) {
+    assert.deepEqual(schema.fields.get('registered').types.sort().pluck('name'), ['String', 'Number', 'Undefined']);
     done();
   });
+  it('should sort automatically when serialized', function() {
+    var types = schema.fields.get('registered').types;
+    assert.deepEqual(_.pluck(types.serialize(), 'name'), ['String', 'Number', 'Undefined']);
+  });
 });
diff --git a/test/type.test.js b/test/type.test.js
index 51a08ad..767324c 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -67,7 +67,6 @@ describe('Document', function () {
     doc.parse({foo: 3});
     doc.parse({foo: 'hello', bar: 'good bye'});
     assert.ok(doc.fields.get('foo'));
-    assert.deepEqual(doc.fields.get('foo').values.serialize(), [1, 2, 3, 'hello']);
     assert.deepEqual(doc.fields.get('foo').types.get('Number').values.serialize(), [1, 2, 3]);
     assert.deepEqual(doc.fields.get('foo').types.get('String').values.serialize(), ['hello']);
     assert.deepEqual(doc.fields.get('bar').types.get('String').values.serialize(), ['good bye']);
diff --git a/test/values.test.js b/test/values.test.js
index 0a26c7a..29c35cb 100644
--- a/test/values.test.js
+++ b/test/values.test.js
@@ -6,9 +6,12 @@ describe('values', function() {
     var schema = new Schema();
     schema.fields.on('add', function(field) {
       assert.equal(field.getId(), '_id');
-      field.values.on('add', function(value) {
-        assert.equal(value.value, 1);
-        done();
+      field.types.on('add', function(type) {
+        assert.equal(type.name, 'Number');
+        type.values.on('add', function(value) {
+          assert.equal(value.value, 1);
+          done();
+        });
       });
     });
     schema.parse({

From 0121f08e0947ae70ca52674184c0d56f46f6212e Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 15:24:25 +1000
Subject: [PATCH 31/42] trigger types.length change event in field.

---
 lib/field-collection.js |  1 +
 lib/type-collection.js  |  1 +
 test/field.test.js      | 13 +++++++++++++
 3 files changed, 15 insertions(+)

diff --git a/lib/field-collection.js b/lib/field-collection.js
index cec405d..608e5b0 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -36,6 +36,7 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
         name: name,
         parent: this.parent
       });
+      if (this.parent) this.parent.trigger('change:fields.length');
       /**
        * first time we see this field. We need to compensate for
        * the Undefined values we missed so far for this field,
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 6fb1c9f..5dc7594 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -59,6 +59,7 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
       type = this.add({
         name: typeName
       });
+      if (this.parent) this.parent.trigger('change:types.length');
     }
     // leave it to type to add the value
     type.parse(value);
diff --git a/test/field.test.js b/test/field.test.js
index c390ac8..aee1e67 100644
--- a/test/field.test.js
+++ b/test/field.test.js
@@ -30,4 +30,17 @@ describe('Field', function () {
   it('should return undefined for Field#type if no types present', function () {
     assert.equal(field.type, undefined);
   });
+
+  it('should trigger types.length events when adding a new type', function () {
+    field.types.addToType(15);
+    assert.equal(field.type, 'Number');
+    field.types.addToType("sfo");
+    assert.deepEqual(field.type, ['Number', 'String']);
+  });
+
+  it('should update .fields alias correctly', function () {
+    assert.equal(field.fields, null);
+    field.types.addToType({foo: 1});
+    assert.equal(field.fields, field.types.get('Document').fields);
+  });
 });

From d9005e94f945469ac8ab18cfa0caeb5a28c55531 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Mon, 29 Jun 2015 15:51:49 +1000
Subject: [PATCH 32/42] split type into individual files under ./types

this is to avoid runtime requires, that browserify would not be able to handle.
---
 lib/schema.js                 |   2 +-
 lib/type-collection.js        |   6 +-
 lib/type.js                   | 358 ----------------------------------
 lib/types/array.js            |  62 ++++++
 lib/types/constant.js         |  54 +++++
 lib/types/document.js         |  43 ++++
 lib/types/index.js            |   8 +
 lib/types/primitive.js        | 166 ++++++++++++++++
 lib/types/type.js             |  36 ++++
 test/field-collection.test.js |   2 +-
 test/type.test.js             |   6 +-
 test/value-collection.test.js |   2 +-
 12 files changed, 379 insertions(+), 366 deletions(-)
 delete mode 100644 lib/type.js
 create mode 100644 lib/types/array.js
 create mode 100644 lib/types/constant.js
 create mode 100644 lib/types/document.js
 create mode 100644 lib/types/index.js
 create mode 100644 lib/types/primitive.js
 create mode 100644 lib/types/type.js

diff --git a/lib/schema.js b/lib/schema.js
index 91621ba..2d97bbb 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,5 +1,5 @@
 var es = require('event-stream');
-var Document = require('./type').Document;
+var Document = require('./types').Document;
 
 /**
  * The top level schema document, like a Document type
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 5dc7594..7b4bd21 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -3,6 +3,8 @@ var lodashMixin = require('ampersand-collection-lodash-mixin');
 var parentMixin = require('./collection-parent-mixin');
 var assert = require('assert');
 var _ = require('lodash');
+var Type = require('./types/type');
+var types = require('./types');
 var debug = require('debug')('mongodb-schema:type-collection');
 
 /**
@@ -37,13 +39,13 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
   },
   model: function(attrs, options) {
     // require ./type at runtime to avoid circular imports, does this work with browserify??
-    var Klass = require('./type')[attrs.name];
+    var Klass = types[attrs.name];
     assert(Klass, 'No value type for ' + attrs.name);
     return new Klass(attrs, options);
   },
   isModel: function(model) {
     // require ./type at runtime to avoid circular imports, does this work with browserify??
-    return (model instanceof require('./type').Type);
+    return (model instanceof Type);
   },
   /**
    * adds a new value to the correct type, and creates the type first
diff --git a/lib/type.js b/lib/type.js
deleted file mode 100644
index fe12761..0000000
--- a/lib/type.js
+++ /dev/null
@@ -1,358 +0,0 @@
-var State = require('ampersand-state');
-var _ = require('lodash');
-var ValueCollection = require('./value-collection');
-var FieldCollection = require('./field-collection');
-var TypeCollection = require('./type-collection');
-var debug = require('debug')('mongodb-schema:type');
-var assert = require('assert');
-var format = require('util').format;
-
-/**
- * Generic Type superclass has name, count, probability properties
- */
-var Type = exports.Type = State.extend({
-  idAttribute: 'name',
-  props: {
-    name: {
-      type: 'string'
-    },
-    count: {
-      type: 'number',
-      default: 0
-    }
-  },
-  session: {
-    parent: 'state'
-  },
-  derived: {
-    namespace: {
-      fn: function () {
-        return this.name;
-      }
-    },
-    probability: {
-      deps: ['count', 'parent.count', 'parent.total_count'],
-      fn: function () {
-        if (!this.parent) return null;
-        return this.count / (this.parent.total_count || this.parent.count);
-      }
-    },
-  },
-  parse: function() {
-    this.count += 1;
-  }
-});
-
-
-/**
- * Types that do not need to store any values
- */
-var ConstantType = exports.ConstantType = Type.extend({
-  derived: {
-    unique: {
-      deps: ['count'],
-      fn: function () {
-        // more than 1 constant value means no longer unique
-        return Math.min(this.count, 1);
-      }
-    }
-  }
-});
-
-exports.Null = ConstantType.extend({
-  props: {
-    name: {
-      default: 'Null'
-    }
-  }
-});
-
-exports.Undefined = ConstantType.extend({
-  props: {
-    name: {
-      default: 'Undefined'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MaxKey.html
- */
-exports.MaxKey = ConstantType.extend({
-  props: {
-    name: {
-      default: 'MaxKey'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MinKey.html
- */
-exports.MinKey = ConstantType.extend({
-  props: {
-    name: {
-      default: 'MinKey'
-    }
-  }
-});
-
-
-/**
- * Primitive types store their values and have a .unique counter
- */
-var PrimitiveType = exports.PrimitiveType = Type.extend({
-  derived: {
-    unique: {
-      /**
-       * we're not using a cache here for performance reasons: listening
-       * to all add/remove/reset/sync events of PrimitiveType#values and
-       * recalculating uniqueness after each document is not necessary.
-       */
-      cache: false,
-      fn: function () {
-        return _.unique(this.values.pluck('value')).length;
-      }
-    }
-  },
-  collections: {
-    values: ValueCollection
-  },
-  /**
-   * adds the value to the value collection. Just passing it through.
-   * @param {Any} value   value to be added
-   */
-  parse: function (value) {
-    this.values.add({value: value});
-    this.count += 1;
-  }
-});
-
-
-// --- Native Javascript Types ---
-
-exports.String = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'String'
-    }
-  }
-});
-
-exports.Number = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Number'
-    }
-  }
-});
-
-exports.Boolean = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Boolean'
-    }
-  }
-});
-
-exports.Date = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Date'
-    }
-  }
-});
-
-exports.RegExp = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'RegExp'
-    }
-  }
-});
-
-// --- BSON Types ---
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Double.html
- */
-exports.Double = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Double'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Long.html
- */
-exports.Long = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Long'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Timestamp.html
- */
-exports.Timestamp = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Timestamp'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/ObjectID.html
- */
-exports.ObjectID = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'ObjectID'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Binary.html
- */
-exports.Binary = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Binary'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Symbol.html
- */
-exports.Symbol = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Symbol'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Code.html
- */
-exports.Code = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'Code'
-    }
-  }
-});
-
-/**
- * @see http://mongodb.github.io/node-mongodb-native/2.0/api/DBRef.html
- */
-exports.DBRef = PrimitiveType.extend({
-  props: {
-    name: {
-      default: 'DBRef'
-    }
-  }
-});
-
-/**
- * Documents have sub-fields stored in .fields
- */
-exports.Document = Type.extend({
-  props: {
-    name: {
-      default: 'Document'
-    }
-  },
-  collections: {
-    fields: FieldCollection
-  },
-  /**
-   * parse sub-document and add each key/value to this.fields
-   * @param {Object} obj  The sub-document to be parsed
-   */
-  parse: function(obj) {
-    // parse sub-document and add to this.fields
-    assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
-
-    /**
-     * this is a nice way to handle the Undefined values. It iterates over the union
-     * of object keys and existing field names, automatically inserting undefined
-     * for the fields that are not in the current object.
-     *
-     * Only caveat is that when a field is created for the first time, we need to
-     * retrospectively bump up the undefined count. That's taken care of in
-     * @see FieldCollection#addToField
-     */
-    var union = _.union(_.keys(obj), this.fields.pluck('name'));
-    _.each(union, function(key) {
-      this.fields.addToField(key, obj[key]);
-    }.bind(this));
-
-    this.count += 1;
-  }
-});
-
-
-/**
- * Arrays have additional .lengths and .average_length properties
- * and group their values in a nested .types collection
- */
-module.exports.Array = Type.extend({
-  props: {
-    name: {
-      default: 'Array'
-    },
-    lengths: {
-      type: 'array',
-      default: function() {
-        return [];
-      }
-    }
-  },
-  derived: {
-    total_count: {
-      cache: false,
-      fn: function() {
-        return _.sum(this.lengths);
-      }
-    },
-    average_length: {
-      deps: ['count'],
-      fn: function() {
-        return this.total_count / this.count;
-      }
-    },
-    /**
-     * Convenience alias to access sub-fields. Returns
-     * null if this Field does not have a 'Document' type.
-     * @returns {FieldCollection}
-     */
-    fields: {
-      deps: ['types.length'],
-      fn: function() {
-        var objType = this.types.get('Document');
-        return objType ? objType.fields : null;
-      }
-    }
-  },
-  parse: function(arr) {
-    assert(_.isArray(arr), format('value must be array, got `%s`', arr));
-
-    _.each(arr, function (val) {
-      this.types.addToType(val);
-    }.bind(this));
-
-    this.lengths.push(arr.length);
-    this.count += 1;
-  },
-  collections: {
-    types: TypeCollection
-  }
-});
diff --git a/lib/types/array.js b/lib/types/array.js
new file mode 100644
index 0000000..5a09da3
--- /dev/null
+++ b/lib/types/array.js
@@ -0,0 +1,62 @@
+var Type = require('./type');
+var _ = require('lodash');
+var format = require('util').format;
+var TypeCollection = require('../type-collection');
+var assert = require('assert');
+
+/**
+ * Arrays have additional .lengths and .average_length properties
+ * and group their values in a nested .types collection
+ */
+module.exports.Array = Type.extend({
+  props: {
+    name: {
+      default: 'Array'
+    },
+    lengths: {
+      type: 'array',
+      default: function() {
+        return [];
+      }
+    }
+  },
+  derived: {
+    total_count: {
+      cache: false,
+      fn: function() {
+        return _.sum(this.lengths);
+      }
+    },
+    average_length: {
+      deps: ['count'],
+      fn: function() {
+        return this.total_count / this.count;
+      }
+    },
+    /**
+     * Convenience alias to access sub-fields. Returns
+     * null if this Field does not have a 'Document' type.
+     * @returns {FieldCollection}
+     */
+    fields: {
+      deps: ['types.length'],
+      fn: function() {
+        var objType = this.types.get('Document');
+        return objType ? objType.fields : null;
+      }
+    }
+  },
+  parse: function(arr) {
+    assert(_.isArray(arr), format('value must be array, got `%s`', arr));
+
+    _.each(arr, function (val) {
+      this.types.addToType(val);
+    }.bind(this));
+
+    this.lengths.push(arr.length);
+    this.count += 1;
+  },
+  collections: {
+    types: TypeCollection
+  }
+});
diff --git a/lib/types/constant.js b/lib/types/constant.js
new file mode 100644
index 0000000..90d2858
--- /dev/null
+++ b/lib/types/constant.js
@@ -0,0 +1,54 @@
+var Type = require('./type');
+
+/**
+ * Types that do not need to store any values
+ */
+var ConstantType = Type.extend({
+  derived: {
+    unique: {
+      deps: ['count'],
+      fn: function () {
+        // more than 1 constant value means no longer unique
+        return Math.min(this.count, 1);
+      }
+    }
+  }
+});
+
+module.exports.Null = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Null'
+    }
+  }
+});
+
+module.exports.Undefined = ConstantType.extend({
+  props: {
+    name: {
+      default: 'Undefined'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MaxKey.html
+ */
+module.exports.MaxKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MaxKey'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/MinKey.html
+ */
+module.exports.MinKey = ConstantType.extend({
+  props: {
+    name: {
+      default: 'MinKey'
+    }
+  }
+});
diff --git a/lib/types/document.js b/lib/types/document.js
new file mode 100644
index 0000000..53ddc73
--- /dev/null
+++ b/lib/types/document.js
@@ -0,0 +1,43 @@
+var Type = require('./type');
+var FieldCollection = require('../field-collection');
+var assert = require('assert');
+var _ = require('lodash');
+var format = require('util').format;
+
+/**
+ * Documents have sub-fields stored in .fields
+ */
+exports.Document = Type.extend({
+  props: {
+    name: {
+      default: 'Document'
+    }
+  },
+  collections: {
+    fields: FieldCollection
+  },
+  /**
+   * parse sub-document and add each key/value to this.fields
+   * @param {Object} obj  The sub-document to be parsed
+   */
+  parse: function(obj) {
+    // parse sub-document and add to this.fields
+    assert(_.isPlainObject(obj), format('value must be object, got `%s`', obj));
+
+    /**
+     * this is a nice way to handle the Undefined values. It iterates over the union
+     * of object keys and existing field names, automatically inserting undefined
+     * for the fields that are not in the current object.
+     *
+     * Only caveat is that when a field is created for the first time, we need to
+     * retrospectively bump up the undefined count. That's taken care of in
+     * @see FieldCollection#addToField
+     */
+    var union = _.union(_.keys(obj), this.fields.pluck('name'));
+    _.each(union, function(key) {
+      this.fields.addToField(key, obj[key]);
+    }.bind(this));
+
+    this.count += 1;
+  }
+});
diff --git a/lib/types/index.js b/lib/types/index.js
new file mode 100644
index 0000000..b5ac699
--- /dev/null
+++ b/lib/types/index.js
@@ -0,0 +1,8 @@
+var _ = require('lodash');
+
+_.extend(module.exports,
+  require('./constant'),
+  require('./primitive'),
+  require('./array'),
+  require('./document')
+);
diff --git a/lib/types/primitive.js b/lib/types/primitive.js
new file mode 100644
index 0000000..5475b17
--- /dev/null
+++ b/lib/types/primitive.js
@@ -0,0 +1,166 @@
+var Type = require('./type');
+var _ = require('lodash');
+var ValueCollection = require('../value-collection');
+
+/**
+ * Primitive types store their values and have a .unique counter
+ */
+var PrimitiveType = exports.PrimitiveType = Type.extend({
+  derived: {
+    unique: {
+      /**
+       * we're not using a cache here for performance reasons: listening
+       * to all add/remove/reset/sync events of PrimitiveType#values and
+       * recalculating uniqueness after each document is not necessary.
+       */
+      cache: false,
+      fn: function () {
+        return _.unique(this.values.pluck('value')).length;
+      }
+    }
+  },
+  collections: {
+    values: ValueCollection
+  },
+  /**
+   * adds the value to the value collection. Just passing it through.
+   * @param {Any} value   value to be added
+   */
+  parse: function (value) {
+    this.values.add({value: value});
+    this.count += 1;
+  }
+});
+
+
+// --- Native Javascript Types ---
+
+exports.String = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'String'
+    }
+  }
+});
+
+exports.Number = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Number'
+    }
+  }
+});
+
+exports.Boolean = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Boolean'
+    }
+  }
+});
+
+exports.Date = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Date'
+    }
+  }
+});
+
+exports.RegExp = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'RegExp'
+    }
+  }
+});
+
+// --- BSON Types ---
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Double.html
+ */
+exports.Double = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Double'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Long.html
+ */
+exports.Long = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Long'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Timestamp.html
+ */
+exports.Timestamp = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Timestamp'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/ObjectID.html
+ */
+exports.ObjectID = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'ObjectID'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Binary.html
+ */
+exports.Binary = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Binary'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Symbol.html
+ */
+exports.Symbol = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Symbol'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/Code.html
+ */
+exports.Code = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'Code'
+    }
+  }
+});
+
+/**
+ * @see http://mongodb.github.io/node-mongodb-native/2.0/api/DBRef.html
+ */
+exports.DBRef = PrimitiveType.extend({
+  props: {
+    name: {
+      default: 'DBRef'
+    }
+  }
+});
diff --git a/lib/types/type.js b/lib/types/type.js
new file mode 100644
index 0000000..c46355e
--- /dev/null
+++ b/lib/types/type.js
@@ -0,0 +1,36 @@
+var AmpersandState = require('ampersand-state');
+/**
+ * Generic Type superclass has name, count, probability properties
+ */
+module.exports = AmpersandState.extend({
+  idAttribute: 'name',
+  props: {
+    name: {
+      type: 'string'
+    },
+    count: {
+      type: 'number',
+      default: 0
+    }
+  },
+  session: {
+    parent: 'state'
+  },
+  derived: {
+    namespace: {
+      fn: function () {
+        return this.name;
+      }
+    },
+    probability: {
+      deps: ['count', 'parent.count', 'parent.total_count'],
+      fn: function () {
+        if (!this.parent) return null;
+        return this.count / (this.parent.total_count || this.parent.count);
+      }
+    },
+  },
+  parse: function() {
+    this.count += 1;
+  }
+});
diff --git a/test/field-collection.test.js b/test/field-collection.test.js
index 0ac786b..1f1b927 100644
--- a/test/field-collection.test.js
+++ b/test/field-collection.test.js
@@ -1,4 +1,4 @@
-var Document = require('../lib/type').Document;
+var Document = require('../lib/types').Document;
 var FieldCollection = require('../lib/field-collection');
 var _ = require('lodash');
 var assert = require('assert');
diff --git a/test/type.test.js b/test/type.test.js
index 767324c..a028273 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -1,11 +1,11 @@
-var type = require('../lib/type');
+var types = require('../lib/types');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:type');
 
 describe('Array', function () {
   var arr;
   beforeEach(function () {
-    arr = new type.Array();
+    arr = new types.Array();
   });
   it('should be constructable', function () {
     assert.ok(arr);
@@ -42,7 +42,7 @@ describe('Array', function () {
 describe('Document', function () {
   var doc;
   beforeEach(function () {
-    doc = new type.Document();
+    doc = new types.Document();
   });
   it('should be constructable', function () {
     assert.ok(doc);
diff --git a/test/value-collection.test.js b/test/value-collection.test.js
index 6d7949f..c3c3a1a 100644
--- a/test/value-collection.test.js
+++ b/test/value-collection.test.js
@@ -1,5 +1,5 @@
 var ValueCollection = require('../lib/value-collection');
-var NumberType = require('../lib/type').Number;
+var NumberType = require('../lib/types').Number;
 var _ = require('lodash');
 var assert = require('assert');
 var debug = require('debug')('mongodb-schema:test:value-collection');

From 3f2edab250e6bf29f26cdba6e7b2ff36811656d7 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Tue, 30 Jun 2015 13:49:18 +1000
Subject: [PATCH 33/42] serialization, some unique issues, README

---
 README.md                       | 103 +++++++++++++++++++++-----------
 docs/mongodb-schema_diagram.png | Bin 71622 -> 141430 bytes
 examples/parse-schema.js        |   2 +-
 lib/field-collection.js         |   3 +-
 lib/field.js                    |  44 ++++++++------
 lib/index.js                    |   4 +-
 lib/schema.js                   |  14 ++++-
 lib/type-collection.js          |   3 +-
 lib/types/array.js              |  12 ++++
 lib/types/constant.js           |   8 +++
 lib/types/type.js               |  16 ++++-
 lib/value-collection.js         |   7 ++-
 lib/value.js                    |   5 +-
 test/basic-unique.test.js       |  18 ++++--
 test/type.test.js               |   4 +-
 15 files changed, 173 insertions(+), 70 deletions(-)

diff --git a/README.md b/README.md
index bbb1d70..c36d0d1 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,19 @@
 # mongodb-schema [![][npm_img]][npm_url] [![][travis_img]][travis_url] [![][coverage_img]][coverage_url] [![][gitter_img]][gitter_url]
 
-> Infer a probabilistic schema for a MongoDB collection.
+Infer a probabilistic schema for a MongoDB collection.
+
+A high-level view of the class interactions is as follows:
+
+![](./docs/mongodb-schema_diagram.png)
 
 ## Example
 
-`mongodb-schema` doesn't do anything directly with `mongodb` so to try the examples we'll install the node.js driver.  As well, we'll need some data
-in a collection to derive the schema of:
+`mongodb-schema` doesn't do anything directly with `mongodb` so to try the examples we'll install the node.js driver.  
+As well, we'll need some data in a collection to derive the schema of.
+
+Make sure you have a `mongod` running on localhost on port 27017 (or change the example accordingly). Then, do:
 
-1. `npm install mongodb mongodb-schema`.
+1. `npm install mongodb mongodb-schema`
 2. `mongo --eval "db.test.insert([{_id: 1, a: true}, {_id: 2, a: 'true'}, {_id: 3, a: 1}, {_id: 4}])" localhost:27017/test`
 3. Create a new file `parse-schema.js` and paste in the following code:
   ```javascript
@@ -26,56 +32,86 @@ in a collection to derive the schema of:
   });
   ```
 4. When we run the above with `node parse-schema.js`, we'll see something
-  like the following:
+  like the following (some fields not present here for clarity):
 
   ```javascript
   {
-    ns: 'test.test',
-    count: 4, // The number of documents sampled
-    fields: [ // A collection of Field objects @see lib/field.js
+    "count": 4,                   // parsed 4 documents
+    "ns": "test.test",            // namespace
+    "fields": [                   // an array of Field objects, @see `./lib/field.js`
       {
-        name: "_id",
-        probability: 1, // Just as we expected, all 4 documents had `_id`
-        unique: 4, // All 4 values for `_id` were unique
-        types: [
+        "name": "_id",
+        "count": 4,               // 4 documents counted with _id
+        "type": "Number",         // the type of _id is `Number`
+        "probability": 1,         // all documents had an _id field
+        "unique": 4,              // 4 unique values found
+        "has_duplicates": false,  // therefore no duplicates
+        "types": [                // an array of Type objects, @see `./lib/types/`
           {
-            name: "Number", // The only type seen was a Number
-            probability: 1,
-            unique: 4
+            "name": "Number",     // name of the type
+            "count": 4,           // 4 numbers counted
+            "probability": 1,
+            "unique": 4,
+            "values": [           // array of encountered values
+              1,
+              2,
+              3,
+              4
+            ]
           }
         ]
       },
       {
-        name: "a", // Unlike `_id`, `a` was present in only 3 of 4 documents
-        probability: 0.75,
-        unique: 3, // Of the 3 values seen, all 3 were unique
-        // As expected, Boolean, String, and Number values were seen.
-        // A handy instance of `Undefined` is also provided to represent missing data",
+        "name": "a",
+        "count": 3,               // only 3 documents with field `a` counted
+        "probability": 0.75,      // hence probability 0.75
+        "type": [                 // found these types
+          "Boolean",
+          "String",
+          "Number",
+          "Undefined"             // for convenience, we treat Undefined as its own type
+        ],
+        "unique": 3,
+        "has_duplicates": false,   // there were no duplicate values
         "types": [
           {
-            name: "Boolean",
-            probability: 0.25,
-            unique: 1
+            "name": "Boolean",
+            "count": 1,
+            "probability": 0.25,  // probabilities for types are calculated factoring in Undefined
+            "unique": 1,
+            "values": [
+              true
+            ]
           },
           {
-            name: "String",
-            probability: 0.25,
-            unique: 1
+            "name": "String",
+            "count": 1,
+            "probability": 0.25,
+            "unique": 1,
+            "values": [
+              "true"
+            ]
           },
           {
-            name: "Number",
-            probability: 0.25,
-            unique: 1
+            "name": "Number",
+            "count": 1,
+            "probability": 0.25,
+            "unique": 1,
+            "values": [
+              1
+            ]
           },
           {
-            name: "Undefined",
-            probability: 0.25
+            "name": "Undefined",
+            "count": 1,
+            "probability": 0.25,
+            "unique": 0
           }
         ]
       }
     ]
   }
-  ```
+```
 
 ### More Examples
 
@@ -103,9 +139,6 @@ Apache 2.0
 Under the hood, `mongodb-schema` uses [ampersand-state][ampersand-state] and
 [ampersand-collection][ampersand-collection] for modeling [Schema][schema], [Field][field]'s, and [Type][type]'s.
 
-A high-level view of the class interactions is as follows:
-
-![](./docs/mongodb-schema_diagram.png)
 
 
 
diff --git a/docs/mongodb-schema_diagram.png b/docs/mongodb-schema_diagram.png
index c7003b46ffa0c016c59f5c18899977dc1920b274..eba84a3c6ca83097ed4a63dd50515f5ea8d6c56e 100644
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diff --git a/examples/parse-schema.js b/examples/parse-schema.js
index 42e1e8a..2cfac2e 100644
--- a/examples/parse-schema.js
+++ b/examples/parse-schema.js
@@ -4,7 +4,7 @@ var connect = require('mongodb');
 connect('mongodb://localhost:27017/test', function(err, db){
   if(err) return console.error(err);
 
-  parseSchema('test', db.collection('test').find(), function(err, schema){
+  parseSchema('test.test', db.collection('test').find(), function(err, schema){
     if(err) return console.error(err);
 
     console.log(JSON.stringify(schema, null, 2));
diff --git a/lib/field-collection.js b/lib/field-collection.js
index 608e5b0..86399e4 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -2,13 +2,12 @@ var Collection = require('ampersand-collection');
 var lodashMixin = require('ampersand-collection-lodash-mixin');
 var parentMixin = require('./collection-parent-mixin');
 var Field = require('./field');
-var debug = require('debug')('mongodb-schema:field-collection');
 
 /**
  * Container for a list of Fields.
  */
 var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
-  namespace: 'FieldCollection',
+  modelType: 'FieldCollection',
   mainIndex: 'name',
   model: Field,
   comparator: function (a, b) {
diff --git a/lib/field.js b/lib/field.js
index 8f0bc3c..941bd8d 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -1,13 +1,12 @@
 var State = require('ampersand-state');
 var TypeCollection = require('./type-collection');
 var _ = require('lodash');
-var debug = require('debug')('mongodb-schema:field');
 
 /**
  * Describes a single field in the schema based on sampled values.
  */
 module.exports = State.extend({
-  namespace: 'Field',
+  modelType: 'Field',
   idAttribute: 'name',
   props: {
     /**
@@ -24,13 +23,6 @@ module.exports = State.extend({
       type: 'number',
       default: 0
     },
-    /**
-     * Number of counts of all children types, including Undefined
-     */
-    total_count: {
-      type: 'number',
-      default: 0
-    },
     /**
      * If using shortened keys to save space, it is expected this be the "real"
      * name of the field that could be input by the user.  For example,
@@ -56,7 +48,17 @@ module.exports = State.extend({
     description: 'string',
   },
   session: {
-    parent: 'state'
+    /**
+     * making parent a 'state' session variable so that its events get passed through
+     */
+    parent: 'state',
+    /**
+     * Number of counts of all children types, including Undefined.
+     */
+    total_count: {
+      type: 'number',
+      default: 0
+    }
   },
   derived: {
     /**
@@ -85,8 +87,10 @@ module.exports = State.extend({
     },
     /**
      * How many unique values. Not using cached property here
-     * @see Type#unique.
-     * @returns {Boolean}
+     * because it depends on Type#unique which is also not
+     * cached to avoid excessive recalculations during parsing.
+     * @see Type#unique
+     * @returns {Number}
      */
     unique: {
       cache: false,
@@ -96,25 +100,28 @@ module.exports = State.extend({
     },
     /**
      * Does this field contain any duplicate values?
-     * Not using cached property here, @see Type#unique.
+     * Not using cached property here because it depends on
+     * Type#unique which is also not cached to avoid excessive
+     * recalculations during parsing.
+     * @see Type#unique
      * @returns {Boolean}
      */
     has_duplicates: {
       cache: false,
       fn: function() {
-        return this.unique < this.total_count;
+        return this.unique < this.count;
       }
     },
     /**
      * Convenience alias to access sub-fields. Returns
-     * null if this Field does not have a 'Document' type.
+     * undefined if this Field does not have a 'Document' type.
      * @returns {FieldCollection}
      */
     fields: {
       deps: ['types.length'],
       fn: function() {
         var objType = this.types.get('Document');
-        return objType ? objType.fields : null;
+        return objType ? objType.fields : undefined;
       }
     }
   },
@@ -130,6 +137,9 @@ module.exports = State.extend({
       derived: true
     }, true);
     res.types = this.types.serialize();
+    if (this.fields) {
+      res.fields = this.fields.serialize();
+    }
     return res;
-  },
+  }
 });
diff --git a/lib/index.js b/lib/index.js
index 18f4b06..545244e 100644
--- a/lib/index.js
+++ b/lib/index.js
@@ -1,6 +1,5 @@
 var Schema = require('./schema');
 var es = require('event-stream');
-var debug = require('debug')('mongodb-schema:lib');
 
 /**
  * Convenience shortcut for parsing schemas.
@@ -15,10 +14,13 @@ module.exports = function(ns, docs, fn) {
   });
   var src;
 
+  // MongoDB Cursors
   if(docs.stream && (typeof docs.stream === 'function')) {
     src = docs.stream();
+  // Streams
   } else if (docs.pipe && (typeof docs.pipe === 'function')) {
     src = docs;
+  // Arrays
   } else {
     src = es.readArray(docs);
   }
diff --git a/lib/schema.js b/lib/schema.js
index 2d97bbb..42eaab2 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -1,11 +1,12 @@
 var es = require('event-stream');
-var Document = require('./types').Document;
+var _ = require('lodash');
+var DocumentType = require('./types').Document;
 
 /**
  * The top level schema document, like a Document type
  * but with extra stream interface.
  */
-var Schema = Document.extend({
+var Schema = DocumentType.extend({
   idAttribute: 'ns',
   props: {
     ns: {
@@ -25,6 +26,15 @@ var Schema = Document.extend({
       schema.trigger('end', this);
     });
     return stream;
+  },
+  serialize: function() {
+    var res = this.getAttributes({
+      props: true,
+      derived: true
+    }, true);
+    res = _.omit(res, ['total_count', 'modelType', 'name']);
+    res.fields = this.fields.serialize();
+    return res;
   }
 });
 
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 7b4bd21..8b4a077 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -5,7 +5,6 @@ var assert = require('assert');
 var _ = require('lodash');
 var Type = require('./types/type');
 var types = require('./types');
-var debug = require('debug')('mongodb-schema:type-collection');
 
 /**
  * Helper function to get the type name given a value
@@ -26,7 +25,7 @@ var getTypeName = function (value) {
 
 
 module.exports = Collection.extend(lodashMixin, parentMixin, {
-  namespace: 'TypeCollection',
+  modelType: 'TypeCollection',
   mainIndex: 'name',
   /**
    * Sort by probability descending, with Undefined always last.
diff --git a/lib/types/array.js b/lib/types/array.js
index 5a09da3..0a4bacf 100644
--- a/lib/types/array.js
+++ b/lib/types/array.js
@@ -58,5 +58,17 @@ module.exports.Array = Type.extend({
   },
   collections: {
     types: TypeCollection
+  },
+  serialize: function() {
+    var res = this.getAttributes({
+      props: true,
+      derived: true
+    }, true);
+    res = _.omit(res, ['total_count', 'modelType']);
+    res.types = this.types.serialize();
+    if (this.fields) {
+      res.fields = this.fields.serialize();
+    }
+    return res;
   }
 });
diff --git a/lib/types/constant.js b/lib/types/constant.js
index 90d2858..9ed44e1 100644
--- a/lib/types/constant.js
+++ b/lib/types/constant.js
@@ -28,6 +28,14 @@ module.exports.Undefined = ConstantType.extend({
     name: {
       default: 'Undefined'
     }
+  },
+  derived: {
+    unique: {
+      fn: function () {
+        // undefined does not count as a value
+        return 0;
+      }
+    }
   }
 });
 
diff --git a/lib/types/type.js b/lib/types/type.js
index c46355e..26ae074 100644
--- a/lib/types/type.js
+++ b/lib/types/type.js
@@ -1,3 +1,4 @@
+var _ = require('lodash');
 var AmpersandState = require('ampersand-state');
 /**
  * Generic Type superclass has name, count, probability properties
@@ -17,7 +18,7 @@ module.exports = AmpersandState.extend({
     parent: 'state'
   },
   derived: {
-    namespace: {
+    modelType: {
       fn: function () {
         return this.name;
       }
@@ -25,12 +26,23 @@ module.exports = AmpersandState.extend({
     probability: {
       deps: ['count', 'parent.count', 'parent.total_count'],
       fn: function () {
-        if (!this.parent) return null;
+        if (!this.parent) return undefined;
         return this.count / (this.parent.total_count || this.parent.count);
       }
     },
   },
   parse: function() {
     this.count += 1;
+  },
+  serialize: function() {
+    var res = this.getAttributes({
+      props: true,
+      derived: true
+    }, true);
+    if (this.values) {
+      res.values = this.values.serialize();
+    }
+    res = _.omit(res, 'modelType');
+    return res;
   }
 });
diff --git a/lib/value-collection.js b/lib/value-collection.js
index acf5d71..3262961 100644
--- a/lib/value-collection.js
+++ b/lib/value-collection.js
@@ -3,8 +3,13 @@ var lodashMixin = require('ampersand-collection-lodash-mixin');
 var parentMixin = require('./collection-parent-mixin');
 var Value = require('./value');
 
+/**
+ * Value Collection, stores any values wrapped in `Value` state
+ * and serializes back to its pure array form.
+ * @see Value
+ */
 module.exports = Collection.extend(lodashMixin, parentMixin, {
-  namespace: 'ValueCollection',
+  modelType: 'ValueCollection',
   mainIndex: 'id',
   model: Value,
   serialize: function() {
diff --git a/lib/value.js b/lib/value.js
index 8871fd2..f3b77e4 100644
--- a/lib/value.js
+++ b/lib/value.js
@@ -1,7 +1,10 @@
 var State = require('ampersand-state');
 
+/**
+ * Value, wrapper for any value found in documents.
+ */
 module.exports = State.extend({
-  namespace: 'Value',
+  modelType: 'Value',
   idAttribute: 'id',
   props: {
     id: {
diff --git a/test/basic-unique.test.js b/test/basic-unique.test.js
index 3456312..41aa470 100644
--- a/test/basic-unique.test.js
+++ b/test/basic-unique.test.js
@@ -5,12 +5,14 @@ describe('unique', function() {
   var docs = [
     {
       _id: 1,
-      registered: true
+      registered: true,
+      b: false
     },
     {
       _id: 2,
       registered: true,
-      code: null
+      code: null,
+      b: 'false'
     },
     {
       _id: 3,
@@ -50,14 +52,22 @@ describe('unique', function() {
     assert.equal(schema.fields.get('registered').types.get('Boolean').unique, 1);
   });
 
-  it('should have unique of 2 for `registered` overall', function() {
-    assert.equal(schema.fields.get('registered').unique, 2);
+  it('should have unique of 1 for `registered` overall', function() {
+    assert.equal(schema.fields.get('registered').unique, 1);
+  });
+
+  it('should return unique of 0 for Undefined type', function () {
+    assert.equal(schema.fields.get('registered').types.get('Undefined').unique, 0);
   });
 
   it('should have unique of 1 for `code`', function() {
     assert.equal(schema.fields.get('code').types.get('Null').unique, 1);
   });
 
+  it('should not have duplicate values for b', function() {
+    assert.equal(schema.fields.get('b').has_duplicates, false);
+  });
+
   it('should have duplicates for `registered`', function() {
     assert.equal(schema.fields.get('registered').has_duplicates, true);
   });
diff --git a/test/type.test.js b/test/type.test.js
index a028273..66ad474 100644
--- a/test/type.test.js
+++ b/test/type.test.js
@@ -11,8 +11,8 @@ describe('Array', function () {
     assert.ok(arr);
   });
 
-  it('should return Array as its namespace', function () {
-    assert.equal(arr.getNamespace(), 'Array');
+  it('should return Array as its modelType', function () {
+    assert.equal(arr.getType(), 'Array');
   });
 
   it('should add values of a single type to the correct type', function () {

From 4096b352d7e864545fb37accc594a69d50514b21 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Tue, 30 Jun 2015 14:01:52 +1000
Subject: [PATCH 34/42] updated diagram, some properties missing / renamed

---
 docs/mongodb-schema_diagram.png | Bin 141430 -> 145225 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/mongodb-schema_diagram.png b/docs/mongodb-schema_diagram.png
index eba84a3c6ca83097ed4a63dd50515f5ea8d6c56e..134b8292344637184867ef4db4a3b402ea70cc78 100644
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From 55150d377eefdc4b19c6472bd3dcfbac25863788 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Tue, 30 Jun 2015 20:41:03 +1000
Subject: [PATCH 35/42] removed session parent again, causes circular event
 triggers.

---
 lib/field.js      | 6 +-----
 lib/types/type.js | 5 +----
 2 files changed, 2 insertions(+), 9 deletions(-)

diff --git a/lib/field.js b/lib/field.js
index 941bd8d..5a98315 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -48,10 +48,6 @@ module.exports = State.extend({
     description: 'string',
   },
   session: {
-    /**
-     * making parent a 'state' session variable so that its events get passed through
-     */
-    parent: 'state',
     /**
      * Number of counts of all children types, including Undefined.
      */
@@ -79,7 +75,7 @@ module.exports = State.extend({
       }
     },
     probability: {
-      deps: ['count', 'parent.count'],
+      cache: false,
       fn: function () {
         if (!this.parent) return null;
         return this.count / this.parent.count;
diff --git a/lib/types/type.js b/lib/types/type.js
index 26ae074..536e6e1 100644
--- a/lib/types/type.js
+++ b/lib/types/type.js
@@ -14,9 +14,6 @@ module.exports = AmpersandState.extend({
       default: 0
     }
   },
-  session: {
-    parent: 'state'
-  },
   derived: {
     modelType: {
       fn: function () {
@@ -24,7 +21,7 @@ module.exports = AmpersandState.extend({
       }
     },
     probability: {
-      deps: ['count', 'parent.count', 'parent.total_count'],
+      cache: false,
       fn: function () {
         if (!this.parent) return undefined;
         return this.count / (this.parent.total_count || this.parent.count);

From 264d0ef928b41f008127af83413dc6f0d42bb396 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Wed, 1 Jul 2015 19:20:13 +0900
Subject: [PATCH 36/42] added Field#arrayFields alias. more tests.

change:types.length has to be triggered AFTER the new value was parsed.
---
 lib/field.js           |  7 +++++++
 lib/type-collection.js |  4 +++-
 lib/types/array.js     |  8 ++++----
 test/array.test.js     | 29 +++++++++++++++++++++++++++++
 test/field.test.js     | 18 +++++++++++++++++-
 5 files changed, 60 insertions(+), 6 deletions(-)
 create mode 100644 test/array.test.js

diff --git a/lib/field.js b/lib/field.js
index 5a98315..0a15b34 100644
--- a/lib/field.js
+++ b/lib/field.js
@@ -119,6 +119,13 @@ module.exports = State.extend({
         var objType = this.types.get('Document');
         return objType ? objType.fields : undefined;
       }
+    },
+    arrayFields: {
+      deps: ['types.length'],
+      fn: function() {
+        var arrType = this.types.get('Array');
+        return arrType ? arrType.fields : undefined;
+      }
     }
   },
   collections: {
diff --git a/lib/type-collection.js b/lib/type-collection.js
index 8b4a077..40156c7 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -53,6 +53,7 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
    * @param {Any} value   value to be added
    */
   addToType: function(value) {
+    var newTypeAdded = false;
     var typeName = getTypeName(value);
     // get or create type
     var type = this.get(typeName);
@@ -60,10 +61,11 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
       type = this.add({
         name: typeName
       });
-      if (this.parent) this.parent.trigger('change:types.length');
+      newTypeAdded = true;
     }
     // leave it to type to add the value
     type.parse(value);
+    if (newTypeAdded && this.parent) this.parent.trigger('change:types.length');
   },
   serialize: function() {
     this.sort();
diff --git a/lib/types/array.js b/lib/types/array.js
index 0a4bacf..9a9a8f9 100644
--- a/lib/types/array.js
+++ b/lib/types/array.js
@@ -20,6 +20,9 @@ module.exports.Array = Type.extend({
       }
     }
   },
+  collections: {
+    types: TypeCollection
+  },
   derived: {
     total_count: {
       cache: false,
@@ -42,7 +45,7 @@ module.exports.Array = Type.extend({
       deps: ['types.length'],
       fn: function() {
         var objType = this.types.get('Document');
-        return objType ? objType.fields : null;
+        return objType ? objType.fields : undefined;
       }
     }
   },
@@ -56,9 +59,6 @@ module.exports.Array = Type.extend({
     this.lengths.push(arr.length);
     this.count += 1;
   },
-  collections: {
-    types: TypeCollection
-  },
   serialize: function() {
     var res = this.getAttributes({
       props: true,
diff --git a/test/array.test.js b/test/array.test.js
new file mode 100644
index 0000000..e4d35f2
--- /dev/null
+++ b/test/array.test.js
@@ -0,0 +1,29 @@
+var ArrayType = require('../lib/types').Array;
+var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test:array');
+
+
+describe('Array', function () {
+  var arr;
+  beforeEach(function () {
+    arr = new ArrayType();
+  });
+
+  it('should be constructable', function () {
+    assert.ok(arr);
+  });
+
+  it('should trigger types.length events when adding a new type', function (done) {
+    arr.on('change:types.length', function () {
+      assert.equal(arr.types.length, 1);
+      done();
+    });
+    arr.types.addToType(15);
+  });
+
+  it('should update .fields alias correctly', function () {
+    assert.equal(arr.fields, null);
+    arr.types.addToType({foo: 1});
+    assert.equal(arr.fields, arr.types.get('Document').fields);
+  });
+});
diff --git a/test/field.test.js b/test/field.test.js
index aee1e67..4cb46a5 100644
--- a/test/field.test.js
+++ b/test/field.test.js
@@ -31,7 +31,15 @@ describe('Field', function () {
     assert.equal(field.type, undefined);
   });
 
-  it('should trigger types.length events when adding a new type', function () {
+  it('should trigger change:types.length events when adding a new type', function (done) {
+    field.on('change:types.length', function () {
+      assert.equal(field.types.length, 1);
+      done();
+    });
+    field.types.addToType(15);
+  });
+
+  it('should update Field#type when adding more values', function () {
     field.types.addToType(15);
     assert.equal(field.type, 'Number');
     field.types.addToType("sfo");
@@ -43,4 +51,12 @@ describe('Field', function () {
     field.types.addToType({foo: 1});
     assert.equal(field.fields, field.types.get('Document').fields);
   });
+
+  it('should update .arrayFields alias correctly', function () {
+    assert.equal(field.arrayFields, null);
+    field.types.addToType([{foo: 1}]);
+    assert.equal(field.arrayFields, field.types.get('Array').fields);
+    assert.ok(field.arrayFields.get('foo'));
+  });
+
 });

From 8129ac849eec2ba4347251c9bd174a999ccb276b Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Wed, 1 Jul 2015 20:11:56 +0900
Subject: [PATCH 37/42] trigger change:probability events in all cases.

---
 lib/type-collection.js        |  5 +++++
 test/field-collection.test.js | 22 ++++++++++++++++++----
 test/field.test.js            |  1 -
 3 files changed, 23 insertions(+), 5 deletions(-)

diff --git a/lib/type-collection.js b/lib/type-collection.js
index 40156c7..b3529b8 100644
--- a/lib/type-collection.js
+++ b/lib/type-collection.js
@@ -66,6 +66,11 @@ module.exports = Collection.extend(lodashMixin, parentMixin, {
     // leave it to type to add the value
     type.parse(value);
     if (newTypeAdded && this.parent) this.parent.trigger('change:types.length');
+
+    // trigger probability change event in all direct type children
+    this.each(function (type) {
+      type.trigger('change:probability');
+    });
   },
   serialize: function() {
     this.sort();
diff --git a/test/field-collection.test.js b/test/field-collection.test.js
index 1f1b927..cafd1cf 100644
--- a/test/field-collection.test.js
+++ b/test/field-collection.test.js
@@ -1,8 +1,6 @@
-var Document = require('../lib/types').Document;
+var DocumentType = require('../lib/types').Document;
 var FieldCollection = require('../lib/field-collection');
-var _ = require('lodash');
 var assert = require('assert');
-var debug = require('debug')('mongodb-schema:test:field-collection');
 
 describe('FieldCollection', function () {
   var collection;
@@ -18,8 +16,24 @@ describe('FieldCollection', function () {
   });
 
   it('should pass down collection\'s parent to its values', function () {
-    var doc = new Document();
+    var doc = new DocumentType();
     doc.parse({foo: 1, bar: 1});
     assert.equal(doc.fields.get('foo').parent, doc);
   });
+
+  it('should trigger change:probability events in unaffected children', function (done) {
+    collection.addToField('field', 16);
+    collection.addToField('field', 5);
+    collection.addToField('field', 'foo');
+    collection.addToField('field', 'bar');
+    var field = collection.get('field');
+    assert.deepEqual(field.types.pluck('probability'), [0.5, 0.5]);
+
+    field.types.get('Number').on('change:probability', function () {
+      assert.deepEqual(field.types.pluck('probability'), [0.4, 0.6]);
+      done();
+    });
+    collection.addToField('field', 'baz');
+  });
+
 });
diff --git a/test/field.test.js b/test/field.test.js
index 4cb46a5..8be7341 100644
--- a/test/field.test.js
+++ b/test/field.test.js
@@ -58,5 +58,4 @@ describe('Field', function () {
     assert.equal(field.arrayFields, field.types.get('Array').fields);
     assert.ok(field.arrayFields.get('foo'));
   });
-
 });

From 52f905a30dcb0339aea38e30677e0f56adc76d4e Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 2 Jul 2015 15:37:28 +0200
Subject: [PATCH 38/42] (FAILING) test to listen to data events.

---
 test/schema.test.js | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/test/schema.test.js b/test/schema.test.js
index c96077c..10c7167 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -89,4 +89,20 @@ describe('Schema Helper', function() {
       done();
     });
   });
+
+  it('should trigger data events for each doc', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var src = es.readArray(docs);
+    var count = 0;
+    var schema = new Schema();
+    src
+      .on('data', function (doc) {
+        debug('doc', doc);
+        count ++;
+      })
+      .on('end', function () {
+        assert.equal(count, 2);
+        done();
+      });
+  });
 });

From dd091e12c3a1bfee20afa4b45ee5c1c2a7dc7a18 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 2 Jul 2015 15:44:39 +0200
Subject: [PATCH 39/42] use schema.stream()'s end event instead

---
 lib/schema.js       | 5 +----
 test/schema.test.js | 6 +++---
 2 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/lib/schema.js b/lib/schema.js
index 42eaab2..5d0ebb2 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -18,13 +18,10 @@ var Schema = DocumentType.extend({
   },
   stream: function() {
     var schema = this;
-    var stream = es.map(function(doc, done) {
+    return es.map(function(doc, done) {
       schema.parse(doc);
       done();
     });
-    stream.on('end', function () {
-      schema.trigger('end', this);
-    });
     return stream;
   },
   serialize: function() {
diff --git a/test/schema.test.js b/test/schema.test.js
index 10c7167..de96952 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -48,11 +48,11 @@ describe('Schema', function () {
   it('should trigger an `end` event at the end of parsing a stream', function (done) {
     var docs = [{foo: 1}, {bar: 1, foo: 1}];
     var src = es.readArray(docs);
-    schema.on('end', function () {
+    var stream = src.pipe(schema.stream());
+    stream.on('end', function () {
+      assert.equal(schema.count, 2);
       done();
     });
-
-    src.pipe(schema.stream());
   });
 });
 

From a49f9fd7e188173e4ed45beb80fd41190c2d7602 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 2 Jul 2015 16:01:28 +0200
Subject: [PATCH 40/42] passing stream events through to schema object.

---
 lib/schema.js       | 11 +++++----
 test/schema.test.js | 54 ++++++++++++++++++++++++++++++++++++---------
 2 files changed, 50 insertions(+), 15 deletions(-)

diff --git a/lib/schema.js b/lib/schema.js
index 5d0ebb2..c1bd15c 100644
--- a/lib/schema.js
+++ b/lib/schema.js
@@ -17,10 +17,13 @@ var Schema = DocumentType.extend({
     }
   },
   stream: function() {
-    var schema = this;
-    return es.map(function(doc, done) {
-      schema.parse(doc);
-      done();
+    var that = this;
+    var stream = es.map(function(doc, done) {
+      that.parse(doc);
+      that.trigger('data', doc, that);
+      done(null, doc);
+    }).on('end', function () {
+      that.trigger('end', that);
     });
     return stream;
   },
diff --git a/test/schema.test.js b/test/schema.test.js
index de96952..7e6f5a0 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -54,6 +54,22 @@ describe('Schema', function () {
       done();
     });
   });
+
+  it('should trigger `data` events for each doc', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var src = es.readArray(docs);
+    var count = 0;
+    src.pipe(schema.stream())
+      .on('data', function (doc) {
+        debug('doc', doc);
+        count ++;
+      })
+      .on('end', function () {
+        assert.equal(count, 2);
+        done();
+      });
+  });
+
 });
 
 describe('Schema Helper', function() {
@@ -90,19 +106,35 @@ describe('Schema Helper', function() {
     });
   });
 
-  it('should trigger data events for each doc', function (done) {
+  it('schema object should also trigger `end` event when done parsing', function (done) {
+    var docs = [{foo: 1}, {bar: 1, foo: 2}];
+    var src = es.readArray(docs);
+    var schema;
+    schema = schemaHelper('with.stream', src, function () {
+      assert.ok(schema.fields.get('foo'));
+      assert.ok(schema.fields.get('bar'));
+    }).on('end', function(schema) {
+      assert.equal(schema.count, 2);
+      done();
+    });
+  });
+
+  it('schema object should also trigger `data` events for each doc', function (done) {
     var docs = [{foo: 1}, {bar: 1, foo: 2}];
     var src = es.readArray(docs);
     var count = 0;
-    var schema = new Schema();
-    src
-      .on('data', function (doc) {
-        debug('doc', doc);
-        count ++;
-      })
-      .on('end', function () {
-        assert.equal(count, 2);
-        done();
-      });
+    var schema;
+    schema = schemaHelper('with.stream', src, function () {
+      assert.ok(schema.fields.get('foo'));
+      assert.ok(schema.fields.get('bar'));
+    }).on('data', function(doc, innerSchema) {
+      count ++;
+      assert.ok(doc);
+      assert.equal(schema, innerSchema);
+    }).on('end', function () {
+      assert.equal(count, 2);
+      done();
+    });
   });
+
 });

From 469e7aafbaaa0a720da98d3bb46fcccd39f47c11 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Thu, 2 Jul 2015 22:21:53 +0200
Subject: [PATCH 41/42] fixed bug that under counted total_count

---
 lib/field-collection.js             | 4 +++-
 test/mixed-type-probability.test.js | 8 +++++++-
 test/schema.test.js                 | 1 -
 3 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/lib/field-collection.js b/lib/field-collection.js
index 86399e4..2c6ea4e 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -39,11 +39,13 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
       /**
        * first time we see this field. We need to compensate for
        * the Undefined values we missed so far for this field,
-       * by setting the count to the parent count.
+       * by setting the count to the parent count and adjusting
+       * total_count as well.
        */
       if (this.parent && this.parent.count > 0) {
         var undef = field.types.add({name: 'Undefined'});
         undef.count += this.parent.count;
+        field.total_count += undef.count;
       }
     }
     // undefined are not counted towards the field's count
diff --git a/test/mixed-type-probability.test.js b/test/mixed-type-probability.test.js
index 6a5d0a4..e564d5b 100644
--- a/test/mixed-type-probability.test.js
+++ b/test/mixed-type-probability.test.js
@@ -1,5 +1,6 @@
 var getSchema = require('../');
 var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test');
 
 describe('mixed type probability', function() {
   var docs = [
@@ -16,7 +17,8 @@ describe('mixed type probability', function() {
       registered: true
     },
     {
-      _id: 4
+      _id: 4,
+      assigned: true
     }
   ];
 
@@ -48,4 +50,8 @@ describe('mixed type probability', function() {
   it('should have a probability of 25% for `registered` to be undefined', function() {
     assert.equal(schema.fields.get('registered').types.get('Undefined').probability, (1 / 4));
   });
+  it('should compensate for missed Undefined values', function() {
+    assert.equal(schema.fields.get('assigned').probability, 0.25);
+    assert.equal(schema.fields.get('assigned').types.get('Boolean').probability, 0.25);
+  });
 });
diff --git a/test/schema.test.js b/test/schema.test.js
index 7e6f5a0..69c8668 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -61,7 +61,6 @@ describe('Schema', function () {
     var count = 0;
     src.pipe(schema.stream())
       .on('data', function (doc) {
-        debug('doc', doc);
         count ++;
       })
       .on('end', function () {

From 2b8766b685326f20420979f13c0d65804859d0d7 Mon Sep 17 00:00:00 2001
From: Thomas Rueckstiess <thomas@rueckstiess.net>
Date: Fri, 3 Jul 2015 08:49:12 +0200
Subject: [PATCH 42/42] fixed bug where undefined values did not count towards
 total_count

---
 lib/field-collection.js             | 4 +++-
 test/mixed-type-probability.test.js | 8 +++++++-
 test/schema.test.js                 | 1 -
 3 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/lib/field-collection.js b/lib/field-collection.js
index 86399e4..2c6ea4e 100644
--- a/lib/field-collection.js
+++ b/lib/field-collection.js
@@ -39,11 +39,13 @@ var FieldCollection = Collection.extend(lodashMixin, parentMixin, {
       /**
        * first time we see this field. We need to compensate for
        * the Undefined values we missed so far for this field,
-       * by setting the count to the parent count.
+       * by setting the count to the parent count and adjusting
+       * total_count as well.
        */
       if (this.parent && this.parent.count > 0) {
         var undef = field.types.add({name: 'Undefined'});
         undef.count += this.parent.count;
+        field.total_count += undef.count;
       }
     }
     // undefined are not counted towards the field's count
diff --git a/test/mixed-type-probability.test.js b/test/mixed-type-probability.test.js
index 6a5d0a4..e564d5b 100644
--- a/test/mixed-type-probability.test.js
+++ b/test/mixed-type-probability.test.js
@@ -1,5 +1,6 @@
 var getSchema = require('../');
 var assert = require('assert');
+var debug = require('debug')('mongodb-schema:test');
 
 describe('mixed type probability', function() {
   var docs = [
@@ -16,7 +17,8 @@ describe('mixed type probability', function() {
       registered: true
     },
     {
-      _id: 4
+      _id: 4,
+      assigned: true
     }
   ];
 
@@ -48,4 +50,8 @@ describe('mixed type probability', function() {
   it('should have a probability of 25% for `registered` to be undefined', function() {
     assert.equal(schema.fields.get('registered').types.get('Undefined').probability, (1 / 4));
   });
+  it('should compensate for missed Undefined values', function() {
+    assert.equal(schema.fields.get('assigned').probability, 0.25);
+    assert.equal(schema.fields.get('assigned').types.get('Boolean').probability, 0.25);
+  });
 });
diff --git a/test/schema.test.js b/test/schema.test.js
index 7e6f5a0..69c8668 100644
--- a/test/schema.test.js
+++ b/test/schema.test.js
@@ -61,7 +61,6 @@ describe('Schema', function () {
     var count = 0;
     src.pipe(schema.stream())
       .on('data', function (doc) {
-        debug('doc', doc);
         count ++;
       })
       .on('end', function () {