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| 1 | +.. _mongoid-data-modify-results: |
| 2 | + |
| 3 | +==================== |
| 4 | +Modify Query Results |
| 5 | +==================== |
| 6 | + |
| 7 | +.. facet:: |
| 8 | + :name: genre |
| 9 | + :values: reference |
| 10 | + |
| 11 | +.. meta:: |
| 12 | + :keywords: ruby framework, odm, crud, print results |
| 13 | + |
| 14 | +.. contents:: On this page |
| 15 | + :local: |
| 16 | + :backlinks: none |
| 17 | + :depth: 2 |
| 18 | + :class: singlecol |
| 19 | + |
| 20 | +Overview |
| 21 | +-------- |
| 22 | + |
| 23 | +In this guide, you can learn how to customize the way that {+odm+} |
| 24 | +returns results to you from queries. MongoDB allows you to perform the |
| 25 | +following actions to modify the way that results appear: |
| 26 | + |
| 27 | +- :ref:`mongoid-data-projection` |
| 28 | + |
| 29 | +- :ref:`mongoid-data-sort` |
| 30 | + |
| 31 | +- :ref:`mongoid-data-skip-limit` |
| 32 | + |
| 33 | +Sample Data |
| 34 | +~~~~~~~~~~~ |
| 35 | + |
| 36 | +The examples in this guide use the ``Band`` model, which represents a |
| 37 | +band or musical group. The definition of the ``Band`` model might be |
| 38 | +different for each section to demonstrate different query |
| 39 | +functionalities. |
| 40 | + |
| 41 | +.. _mongoid-data-projection: |
| 42 | + |
| 43 | +Return Specified Fields |
| 44 | +----------------------- |
| 45 | + |
| 46 | +In MongoDB, the process of specifying fields to include or exclude from |
| 47 | +results is called *projection*. {+odm+} provides the following operators |
| 48 | +to project fields: |
| 49 | + |
| 50 | +- ``only()``: Specifies fields to include |
| 51 | +- ``without()``: Specifies fields to exclude |
| 52 | + |
| 53 | +Include Fields |
| 54 | +~~~~~~~~~~~~~~ |
| 55 | + |
| 56 | +The ``only()`` method retrieves only the specified fields from the |
| 57 | +database. |
| 58 | + |
| 59 | +The following code returns only the ``name`` field from documents in |
| 60 | +which the value of the ``members`` field is ``4``: |
| 61 | + |
| 62 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 63 | + :start-after: start-only |
| 64 | + :end-before: end-only |
| 65 | + :language: ruby |
| 66 | + :dedent: |
| 67 | + |
| 68 | +.. note:: _id Field |
| 69 | + |
| 70 | + In MongoDB, the ``_id`` field is included in results even if you do |
| 71 | + not explicitly include it. |
| 72 | + |
| 73 | +If you attempt to reference attributes that have not been loaded, |
| 74 | +{+odm+} raises a ``Mongoid::Errors::AttributeNotLoaded`` error. |
| 75 | + |
| 76 | +You can also use the ``only()`` method to include fields from embedded |
| 77 | +documents. |
| 78 | + |
| 79 | +Consider that the ``Band`` model embeds multiple ``Tour`` objects. You can |
| 80 | +project fields from the ``Tour`` model such as ``year``, as shown in the |
| 81 | +following code: |
| 82 | + |
| 83 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 84 | + :start-after: start-only-embed |
| 85 | + :end-before: end-only-embed |
| 86 | + :language: ruby |
| 87 | + :dedent: |
| 88 | + |
| 89 | +Then, you can access the embedded fields from the returned documents: |
| 90 | + |
| 91 | +.. code-block:: ruby |
| 92 | + |
| 93 | + # Returns the first Tour object from |
| 94 | + # the first Band in the results |
| 95 | + bands.first.tours.first |
| 96 | + |
| 97 | +You can pass fields of referenced associations to the ``only()`` method, |
| 98 | +but the projection is ignored when loading the embedded objects. {+odm+} |
| 99 | +loads all fields of the referenced associations. |
| 100 | + |
| 101 | +.. note:: |
| 102 | + |
| 103 | + If you are connected to a deployment running MongoDB 4.4 or higher, |
| 104 | + you cannot specify an association and its fields in a projection in |
| 105 | + the same query. |
| 106 | + |
| 107 | +If a document has ``has_one`` or ``has_and_belongs_to_many`` |
| 108 | +associations, you must include the fields with foreign keys in the list |
| 109 | +of attributes loaded when using ``only()`` for those associations to be |
| 110 | +loaded. |
| 111 | + |
| 112 | +In the following example, the ``Band`` and ``Manager`` models have a |
| 113 | +``has_and_belongs_to_many`` association: |
| 114 | + |
| 115 | +.. code-block:: ruby |
| 116 | + |
| 117 | + class Band |
| 118 | + include Mongoid::Document |
| 119 | + field :name, type: String |
| 120 | + has_and_belongs_to_many :managers |
| 121 | + end |
| 122 | + |
| 123 | + class Manager |
| 124 | + include Mongoid::Document |
| 125 | + has_and_belongs_to_many :bands |
| 126 | + end |
| 127 | + |
| 128 | +The following code demonstrates how {+odm+} can load the associated |
| 129 | +``Manager`` objects if you include the ``manager_ids`` field: |
| 130 | + |
| 131 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 132 | + :start-after: start-only-embed-association |
| 133 | + :end-before: end-only-embed-association |
| 134 | + :language: ruby |
| 135 | + :dedent: |
| 136 | + |
| 137 | +Exclude Fields |
| 138 | +~~~~~~~~~~~~~~ |
| 139 | + |
| 140 | +You can explicitly exclude fields from results by using the |
| 141 | +``without()`` method. |
| 142 | + |
| 143 | +The following code excludes the ``year`` field from returned ``Band`` |
| 144 | +objects: |
| 145 | + |
| 146 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 147 | + :start-after: start-without |
| 148 | + :end-before: end-without |
| 149 | + :language: ruby |
| 150 | + :dedent: |
| 151 | + |
| 152 | +.. important:: _id Field |
| 153 | + |
| 154 | + {+odm+} requires the ``_id`` field for various operations, so you |
| 155 | + *cannot* exclude the ``_id`` field or the ``id`` alias from results. |
| 156 | + If you pass ``_id`` or ``id`` to the ``without()`` method, {+odm+} |
| 157 | + ignores it. |
| 158 | + |
| 159 | +.. _mongoid-data-sort: |
| 160 | + |
| 161 | +Sort Results |
| 162 | +------------ |
| 163 | + |
| 164 | +You can sort the order that {+odm+} returns documents by using the |
| 165 | +``order()`` and ``order_by()`` methods. |
| 166 | + |
| 167 | +These methods accept a hash that indicates which fields to order the |
| 168 | +documents by, and whether to use an ascending or descending order for |
| 169 | +each field. |
| 170 | + |
| 171 | +You can specify the sort direction in the following ways: |
| 172 | + |
| 173 | +- Integers ``1`` (ascending) and ``-1`` (descending) |
| 174 | + - Example: ``Band.order(name: 1, year: -1)`` |
| 175 | + |
| 176 | +- Symbols ``:asc`` and ``:desc`` |
| 177 | + - Example: ``Band.order(name: :asc)`` |
| 178 | + |
| 179 | +- Strings ``"asc"`` and ``"desc"`` |
| 180 | + - Example: ``Band.order_by(name: "asc", year: "desc")`` |
| 181 | + |
| 182 | +The ``order()`` method also accepts the following sort specifications: |
| 183 | + |
| 184 | +- Array of two-element arrays: |
| 185 | + |
| 186 | + - Strings |
| 187 | + - Example: ``Band.order([['name', 'asc'], ['year', 'desc']])`` |
| 188 | + |
| 189 | + - Symbols |
| 190 | + - Example: ``Band.order([[:name, :asc]])`` |
| 191 | + |
| 192 | +- ``asc`` and ``desc`` methods on symbols |
| 193 | + - Example: ``Band.order(:name.asc, :year.desc)`` |
| 194 | + |
| 195 | +- SQL syntax |
| 196 | + - Example: ``Band.order('name desc')`` |
| 197 | + |
| 198 | +You can also use the ``asc()`` and ``desc()`` methods instead of using |
| 199 | +``order()``: |
| 200 | + |
| 201 | +.. code-block:: ruby |
| 202 | + |
| 203 | + Band.asc('name').desc('year') |
| 204 | + |
| 205 | +If you chain sort specifications, the first call defines the most |
| 206 | +significant criteria and the newest call defines the least significant |
| 207 | +one. |
| 208 | + |
| 209 | +.. TODO update link in the following note for scope |
| 210 | + |
| 211 | +.. note:: Sorting in Scopes |
| 212 | + |
| 213 | + If you define a scope on your model that includes a sort specification, |
| 214 | + the scope sort takes precedence over the sort specified in a query, as the |
| 215 | + default scope is evaluated first. |
| 216 | + |
| 217 | +.. _mongoid-data-skip-limit: |
| 218 | + |
| 219 | +Paginate Results |
| 220 | +---------------- |
| 221 | + |
| 222 | +{+odm+} provides the ``limit()``, ``skip()``, and ``batch_size()`` |
| 223 | +pagination operators that you can use on ``Criteria`` objects. The |
| 224 | +following sections describe how to use these operators. |
| 225 | + |
| 226 | +Limit Number of Results |
| 227 | +~~~~~~~~~~~~~~~~~~~~~~~ |
| 228 | + |
| 229 | +You can limit the number of results that {+odm+} returns by using the |
| 230 | +``limit()`` method. |
| 231 | + |
| 232 | +The following code retrieves a maximum of ``5`` documents: |
| 233 | + |
| 234 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 235 | + :start-after: start-limit |
| 236 | + :end-before: end-limit |
| 237 | + :language: ruby |
| 238 | + :dedent: |
| 239 | + |
| 240 | +Skip Results |
| 241 | +~~~~~~~~~~~~ |
| 242 | + |
| 243 | +You can skip a specified number of results by using the ``skip()`` |
| 244 | +method, or its alias ``offset()``. If you chain a ``limit()`` call, it |
| 245 | +is applied after documents are skipped. |
| 246 | + |
| 247 | +.. tip:: |
| 248 | + |
| 249 | + When performing pagination, you should use ``skip()`` on :ref:`sorted results <mongoid-data-sort>` to ensure consistent results. |
| 250 | + |
| 251 | +The following code skips the first ``3`` documents when returning results: |
| 252 | + |
| 253 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 254 | + :start-after: start-skip |
| 255 | + :end-before: end-skip |
| 256 | + :language: ruby |
| 257 | + :dedent: |
| 258 | + |
| 259 | +Generate Batches of Results |
| 260 | +~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| 261 | + |
| 262 | +When executing large queries and when iterating over query results by using |
| 263 | +an enumerator method such as ``Criteria#each()``, {+odm+} automatically |
| 264 | +uses the MongoDB :manual:`getMore </reference/command/getMore/>` command |
| 265 | +to load results in batches. The default batch size is ``1000``, but |
| 266 | +you can set a different value by using the ``batch_size()`` method. |
| 267 | + |
| 268 | +The following code sets the batch size to ``500``: |
| 269 | + |
| 270 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 271 | + :start-after: start-batch |
| 272 | + :end-before: end-batch |
| 273 | + :language: ruby |
| 274 | + :dedent: |
| 275 | + |
| 276 | +Additional Information |
| 277 | +---------------------- |
| 278 | + |
| 279 | +.. TODO: add links to the bottom of this page |
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