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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, code example |
| 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 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. Some sections also use the ``Manager`` model, |
| 40 | +which represents a person who manages a given band, or the ``Tour`` |
| 41 | +model, which represents live performances by a given band. |
| 42 | + |
| 43 | +.. _mongoid-data-projection: |
| 44 | + |
| 45 | +Return Specified Fields |
| 46 | +----------------------- |
| 47 | + |
| 48 | +In MongoDB, *projection* is the process of specifying fields to include |
| 49 | +or exclude from results. {+odm+} provides the following operators |
| 50 | +to project fields: |
| 51 | + |
| 52 | +- ``only()``: Specifies fields to include |
| 53 | +- ``without()``: Specifies fields to exclude |
| 54 | + |
| 55 | +Include Fields |
| 56 | +~~~~~~~~~~~~~~ |
| 57 | + |
| 58 | +The ``only()`` method retrieves only the specified fields from the |
| 59 | +database. |
| 60 | + |
| 61 | +The following code returns only the ``name`` field from documents in |
| 62 | +which the value of the ``members`` field is ``4``: |
| 63 | + |
| 64 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 65 | + :start-after: start-only |
| 66 | + :end-before: end-only |
| 67 | + :language: ruby |
| 68 | + :dedent: |
| 69 | + |
| 70 | +.. note:: _id Field |
| 71 | + |
| 72 | + In MongoDB, the ``_id`` field is included in results even if you do |
| 73 | + not explicitly include it. |
| 74 | + |
| 75 | +If you attempt to reference attributes that have not been loaded, |
| 76 | +{+odm+} raises a ``Mongoid::Errors::AttributeNotLoaded`` error. |
| 77 | + |
| 78 | +You can also use the ``only()`` method to include fields from embedded |
| 79 | +documents. |
| 80 | + |
| 81 | +Consider that the ``Band`` model embeds multiple ``Tour`` objects. You can |
| 82 | +project fields from the ``Tour`` model such as ``year``, as shown in the |
| 83 | +following code: |
| 84 | + |
| 85 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 86 | + :start-after: start-only-embed |
| 87 | + :end-before: end-only-embed |
| 88 | + :language: ruby |
| 89 | + :dedent: |
| 90 | + |
| 91 | +Then, you can access the embedded fields from the returned documents: |
| 92 | + |
| 93 | +.. code-block:: ruby |
| 94 | + |
| 95 | + # Returns the first Tour object from |
| 96 | + # the first Band in the results |
| 97 | + bands.first.tours.first |
| 98 | + |
| 99 | +You can pass fields of referenced associations to the ``only()`` method, |
| 100 | +but the projection is ignored when loading the embedded objects. {+odm+} |
| 101 | +loads all fields of the referenced associations. For example, when you |
| 102 | +access the embedded ``Tour`` object as shown in the preceding code, |
| 103 | +{+odm+} returns the complete object, not just the ``year`` field. |
| 104 | + |
| 105 | +.. note:: |
| 106 | + |
| 107 | + If you are connected to a deployment running MongoDB 4.4 or later, |
| 108 | + you cannot specify an association and its fields in a projection in |
| 109 | + the same query. |
| 110 | + |
| 111 | +If a document contains ``has_one`` or ``has_and_belongs_to_many`` |
| 112 | +associations, and you want {+odm+} to load those associations when |
| 113 | +you call the ``only()`` method, you must include the fields with foreign |
| 114 | +keys in the list of attributes. |
| 115 | + |
| 116 | +In the following example, the ``Band`` and ``Manager`` models have a |
| 117 | +``has_and_belongs_to_many`` association: |
| 118 | + |
| 119 | +.. code-block:: ruby |
| 120 | + |
| 121 | + class Band |
| 122 | + include Mongoid::Document |
| 123 | + field :name, type: String |
| 124 | + has_and_belongs_to_many :managers |
| 125 | + end |
| 126 | + |
| 127 | + class Manager |
| 128 | + include Mongoid::Document |
| 129 | + has_and_belongs_to_many :bands |
| 130 | + end |
| 131 | + |
| 132 | +The following code demonstrates how {+odm+} can load the associated |
| 133 | +``Manager`` objects if you include the ``manager_ids`` field: |
| 134 | + |
| 135 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 136 | + :start-after: start-only-embed-association |
| 137 | + :end-before: end-only-embed-association |
| 138 | + :language: ruby |
| 139 | + :dedent: |
| 140 | + |
| 141 | +Exclude Fields |
| 142 | +~~~~~~~~~~~~~~ |
| 143 | + |
| 144 | +You can explicitly exclude fields from results by using the |
| 145 | +``without()`` method. |
| 146 | + |
| 147 | +The following code excludes the ``year`` field from returned ``Band`` |
| 148 | +objects: |
| 149 | + |
| 150 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 151 | + :start-after: start-without |
| 152 | + :end-before: end-without |
| 153 | + :language: ruby |
| 154 | + :dedent: |
| 155 | + |
| 156 | +.. important:: _id Field |
| 157 | + |
| 158 | + {+odm+} requires the ``_id`` field for various operations, so you |
| 159 | + *cannot* exclude the ``_id`` field or the ``id`` alias from results. |
| 160 | + If you pass ``_id`` or ``id`` to the ``without()`` method, {+odm+} |
| 161 | + ignores it. |
| 162 | + |
| 163 | +.. _mongoid-data-sort: |
| 164 | + |
| 165 | +Sort Results |
| 166 | +------------ |
| 167 | + |
| 168 | +You can specify the order in which {+odm+} returns documents by using the |
| 169 | +``order()`` and ``order_by()`` methods. |
| 170 | + |
| 171 | +These methods accept a hash that indicates which fields to order the |
| 172 | +documents by, and whether to use an ascending or descending order for |
| 173 | +each field. |
| 174 | + |
| 175 | +You can specify the sort direction by using integers, symbols, or |
| 176 | +strings. We recommend using the same sorting syntax throughout your |
| 177 | +application for consistency. The following list provides each syntax and |
| 178 | +shows how to sort on the ``name`` and ``year`` fields: |
| 179 | + |
| 180 | +- Integers ``1`` (ascending) and ``-1`` (descending) |
| 181 | + |
| 182 | + - Example: ``Band.order(name: 1, year: -1)`` |
| 183 | + |
| 184 | +- Symbols ``:asc`` and ``:desc`` |
| 185 | + |
| 186 | + - Example: ``Band.order(name: :asc, year: :desc)`` |
| 187 | + |
| 188 | +- Strings ``"asc"`` and ``"desc"`` |
| 189 | + |
| 190 | + - Example: ``Band.order_by(name: "asc", year: "desc")`` |
| 191 | + |
| 192 | +The ``order()`` method also accepts the following sort specifications: |
| 193 | + |
| 194 | +- Array of two-element arrays: |
| 195 | + |
| 196 | + - Strings |
| 197 | + |
| 198 | + - Example: ``Band.order([['name', 'asc'], ['year', 'desc']])`` |
| 199 | + |
| 200 | + - Symbols |
| 201 | + |
| 202 | + - Example: ``Band.order([[:name, :asc], [:year, :desc]])`` |
| 203 | + |
| 204 | +- ``asc`` and ``desc`` methods on symbols |
| 205 | + |
| 206 | + - Example: ``Band.order(:name.asc, :year.desc)`` |
| 207 | + |
| 208 | +- SQL syntax |
| 209 | + |
| 210 | + - Example: ``Band.order('name asc', 'year desc')`` |
| 211 | + |
| 212 | +.. tip:: |
| 213 | + |
| 214 | + Instead of using ``order()`` or ``order_by()``, you can also use the |
| 215 | + ``asc()`` and ``desc()`` methods to specify sort orders: |
| 216 | + |
| 217 | + .. code-block:: ruby |
| 218 | + |
| 219 | + Band.asc('name').desc('year') |
| 220 | + |
| 221 | +When you chain sort specifications, the first call defines the first |
| 222 | +sorting order and the newest call defines the last sorting order after |
| 223 | +the previous sorts have been applied. |
| 224 | + |
| 225 | +.. TODO update link in the following note for scope |
| 226 | + |
| 227 | +.. note:: Sorting in Scopes |
| 228 | + |
| 229 | + If you define a scope on your model that includes a sort specification, |
| 230 | + the scope sort takes precedence over the sort specified in a query, |
| 231 | + because the default scope is evaluated first. |
| 232 | + |
| 233 | +.. _mongoid-data-skip-limit: |
| 234 | + |
| 235 | +Paginate Results |
| 236 | +---------------- |
| 237 | + |
| 238 | +{+odm+} provides the ``limit()``, ``skip()``, and ``batch_size()`` |
| 239 | +pagination methods that you can use on ``Criteria`` objects. The |
| 240 | +following sections describe how to use these operators. |
| 241 | + |
| 242 | +Limit Number of Results |
| 243 | +~~~~~~~~~~~~~~~~~~~~~~~ |
| 244 | + |
| 245 | +You can use the ``limit()`` method to limit the number of results that |
| 246 | +{+odm+} returns. |
| 247 | + |
| 248 | +The following code retrieves a maximum of ``5`` documents: |
| 249 | + |
| 250 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 251 | + :start-after: start-limit |
| 252 | + :end-before: end-limit |
| 253 | + :language: ruby |
| 254 | + :dedent: |
| 255 | + |
| 256 | +Skip Results |
| 257 | +~~~~~~~~~~~~ |
| 258 | + |
| 259 | +You can skip a specified number of results by using the ``skip()`` |
| 260 | +method, or its alias ``offset()``. |
| 261 | + |
| 262 | +If you chain a ``limit()`` call to ``skip()``, the limit is applied |
| 263 | +after documents are skipped, as demonstrated in the following example: |
| 264 | + |
| 265 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 266 | + :start-after: start-skip-limit |
| 267 | + :end-before: end-skip-limit |
| 268 | + :language: ruby |
| 269 | + :dedent: |
| 270 | + |
| 271 | +.. tip:: |
| 272 | + |
| 273 | + When performing pagination, use ``skip()`` on :ref:`sorted results <mongoid-data-sort>` |
| 274 | + to ensure consistent results. |
| 275 | + |
| 276 | +The following code skips the first ``3`` documents when returning results: |
| 277 | + |
| 278 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 279 | + :start-after: start-skip |
| 280 | + :end-before: end-skip |
| 281 | + :language: ruby |
| 282 | + :dedent: |
| 283 | + |
| 284 | +Generate Batches of Results |
| 285 | +~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| 286 | + |
| 287 | +When executing large queries and when iterating over query results by using |
| 288 | +an enumerator method such as ``Criteria#each()``, {+odm+} automatically |
| 289 | +uses the MongoDB :manual:`getMore </reference/command/getMore/>` command |
| 290 | +to load results in batches. The default batch size is ``1000``, but |
| 291 | +you can set a different value by using the ``batch_size()`` method. |
| 292 | + |
| 293 | +The following code sets the batch size to ``500``: |
| 294 | + |
| 295 | +.. literalinclude:: /includes/interact-data/modify-results.rb |
| 296 | + :start-after: start-batch |
| 297 | + :end-before: end-batch |
| 298 | + :language: ruby |
| 299 | + :dedent: |
| 300 | + |
| 301 | +Additional Information |
| 302 | +---------------------- |
| 303 | + |
| 304 | +.. TODO: add links to the bottom of this page |
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