|
| 1 | +.. _bulk_golang: |
| 2 | + |
| 3 | +=============== |
| 4 | +Bulk Operations |
| 5 | +=============== |
| 6 | + |
| 7 | +.. default-domain:: mongodb |
| 8 | + |
| 9 | +.. contents:: On this page |
| 10 | + :local: |
| 11 | + :backlinks: none |
| 12 | + :depth: 2 |
| 13 | + :class: singlecol |
| 14 | + |
| 15 | +Overview |
| 16 | +-------- |
| 17 | + |
| 18 | +In this guide, you can learn how to use **bulk operations**. |
| 19 | + |
| 20 | +Bulk operations perform a large number of write operations. Instead of |
| 21 | +making a call for each operation to the database, bulk operations |
| 22 | +perform multiple operations with one call to the database. |
| 23 | + |
| 24 | +Sample Data |
| 25 | +~~~~~~~~~~~ |
| 26 | + |
| 27 | +To run the example in this guide, load the sample data into the |
| 28 | +``ratings`` collection of the ``tea`` database with the following |
| 29 | +snippet: |
| 30 | + |
| 31 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 32 | + :language: go |
| 33 | + :dedent: |
| 34 | + :start-after: begin insert docs |
| 35 | + :end-before: end insert docs |
| 36 | + |
| 37 | +.. include:: /includes/fundamentals/tea-sample-data-ending.rst |
| 38 | + |
| 39 | +Bulk Write |
| 40 | +---------- |
| 41 | + |
| 42 | +To perform a bulk operation, pass a slice of :ref:`WriteModel |
| 43 | +<write-model-go>` documents to the ``BulkWrite()`` function. |
| 44 | + |
| 45 | +Modify Behavior |
| 46 | +~~~~~~~~~~~~~~~ |
| 47 | + |
| 48 | +The ``BulkWrite()`` function optionally takes a ``BulkWriteOptions`` |
| 49 | +type, which represents options you can use to modify its behavior. If |
| 50 | +you don't specify a ``BulkWriteOptions``, the driver uses the default |
| 51 | +values for each option. |
| 52 | + |
| 53 | +The ``BulkWriteOptions`` type allows you to configure options with the |
| 54 | +following functions: |
| 55 | + |
| 56 | +.. list-table:: |
| 57 | + :widths: 30 70 |
| 58 | + :header-rows: 1 |
| 59 | + |
| 60 | + * - Function |
| 61 | + - Description |
| 62 | + |
| 63 | + * - ``SetBypassDocumentValidation()`` |
| 64 | + - | Whether to allow the write to opt-out of document level validation. |
| 65 | + | Default: ``false`` |
| 66 | + |
| 67 | + * - ``SetOrdered()`` |
| 68 | + - | Whether to stop performing write operations after an error occurs. |
| 69 | + | Default: ``true`` |
| 70 | + |
| 71 | +Return Values |
| 72 | +~~~~~~~~~~~~~ |
| 73 | + |
| 74 | +The ``BulkWrite()`` function returns a ``BulkWriteResult`` type, which |
| 75 | +contains information about the bulk operation if it's successful. The |
| 76 | +``BulkWriteResult`` type contains the following properties: |
| 77 | + |
| 78 | +.. list-table:: |
| 79 | + :widths: 30 70 |
| 80 | + :header-rows: 1 |
| 81 | + |
| 82 | + * - Property |
| 83 | + - Description |
| 84 | + |
| 85 | + * - ``InsertedCount`` |
| 86 | + - The number of documents inserted. |
| 87 | + |
| 88 | + * - ``MatchedCount`` |
| 89 | + - The number of documents matched by the :ref:`query filter <query-filter-definition-go>` in update and replace operations. |
| 90 | + |
| 91 | + * - ``ModifiedCount`` |
| 92 | + - The number of documents modified by update and replace operations. |
| 93 | + |
| 94 | + * - ``DeletedCount`` |
| 95 | + - The number of documents deleted. |
| 96 | + |
| 97 | + * - ``UpsertedCount`` |
| 98 | + - The number of documents :ref:`upserted <upsert-definition-go>` by update and replace operations. |
| 99 | + |
| 100 | + * - ``UpsertedIDs`` |
| 101 | + - A map of an operation index to the ``_id`` of each :ref:`upserted <upsert-definition-go>` document. |
| 102 | + |
| 103 | +.. _write-model-go: |
| 104 | + |
| 105 | +Operations |
| 106 | +---------- |
| 107 | + |
| 108 | +A ``WriteModel`` represents an insert, replace, update, or delete operation. |
| 109 | + |
| 110 | +Insert |
| 111 | +~~~~~~ |
| 112 | + |
| 113 | +To perform an insert operation, create an ``InsertOneModel`` specifying |
| 114 | +the document you want to insert. To insert multiple documents, create an |
| 115 | +``InsertOneModel`` for each document you want to insert. |
| 116 | + |
| 117 | +The ``InsertOneModel`` allows you to specify its behavior with the |
| 118 | +following function: |
| 119 | + |
| 120 | +.. list-table:: |
| 121 | + :widths: 30 70 |
| 122 | + :header-rows: 1 |
| 123 | + |
| 124 | + * - Function |
| 125 | + - Description |
| 126 | + |
| 127 | + * - ``SetDocument()`` |
| 128 | + - | The document to insert. |
| 129 | + |
| 130 | +Example |
| 131 | +``````` |
| 132 | + |
| 133 | +This following example creates two ``InsertOneModel`` instances to |
| 134 | +insert two documents: |
| 135 | + |
| 136 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 137 | + :language: go |
| 138 | + :dedent: |
| 139 | + :start-after: begin bulk insert model |
| 140 | + :end-before: end bulk insert model |
| 141 | + |
| 142 | +Replace |
| 143 | +~~~~~~~ |
| 144 | + |
| 145 | +To perform a replace operation, create a ``ReplaceOneModel`` specifying |
| 146 | +the document you want to replace and a :ref:`replacement document |
| 147 | +<replacement-document>`. To replace multiple documents, create a |
| 148 | +``ReplaceOneModel`` for each document you want to replace. |
| 149 | + |
| 150 | +The ``ReplaceOneModel`` allows you to specify its behavior with the |
| 151 | +following functions: |
| 152 | + |
| 153 | +.. list-table:: |
| 154 | + :widths: 30 70 |
| 155 | + :header-rows: 1 |
| 156 | + |
| 157 | + * - Function |
| 158 | + - Description |
| 159 | + |
| 160 | + * - ``SetCollation()`` |
| 161 | + - | The type of language collation to use when sorting results. |
| 162 | + |
| 163 | + * - ``SetFilter()`` |
| 164 | + - | The :ref:`query filter <query-filter-definition-go>` specifying which document to replace. |
| 165 | + |
| 166 | + * - ``SetHint()`` |
| 167 | + - | The index to use to scan for documents. |
| 168 | + |
| 169 | + * - ``SetReplacement()`` |
| 170 | + - | The document to replace the matched document with. |
| 171 | + |
| 172 | + * - ``SetUpsert()`` |
| 173 | + - | Whether to insert a new document if the :ref:`query filter <query-filter-definition-go>` doesn't match any documents. |
| 174 | + |
| 175 | +Example |
| 176 | +``````` |
| 177 | + |
| 178 | +The following example creates a ``ReplaceOneModel`` to replace a |
| 179 | +document where the ``type`` is "Earl Grey" with a document where the |
| 180 | +``type`` is "Matcha" and the ``rating`` is ``8``: |
| 181 | + |
| 182 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 183 | + :language: go |
| 184 | + :dedent: |
| 185 | + :start-after: begin bulk replace model |
| 186 | + :end-before: end bulk replace model |
| 187 | + |
| 188 | +Update |
| 189 | +~~~~~~ |
| 190 | + |
| 191 | +To perform an update operation, create an ``UpdateOneModel`` specifying |
| 192 | +the document you want to update and an :ref:`update document |
| 193 | +<update-document>`. To update multiple documents, use the |
| 194 | +``UpdateManyModel``. |
| 195 | + |
| 196 | +The ``UpdateOneModel`` and ``UpdateManyModel`` allow you to specify |
| 197 | +their behavior with the following functions: |
| 198 | + |
| 199 | +.. list-table:: |
| 200 | + :widths: 30 70 |
| 201 | + :header-rows: 1 |
| 202 | + |
| 203 | + * - Function |
| 204 | + - Description |
| 205 | + |
| 206 | + * - ``SetArrayFilters()`` |
| 207 | + - | The array elements the update applies to. |
| 208 | + |
| 209 | + * - ``SetCollation()`` |
| 210 | + - | The type of language collation to use when sorting results. |
| 211 | + |
| 212 | + * - ``SetFilter()`` |
| 213 | + - | The :ref:`query filter <query-filter-definition-go>` specifying which document to update. |
| 214 | + |
| 215 | + * - ``SetHint()`` |
| 216 | + - | The index to use to scan for documents. |
| 217 | + |
| 218 | + * - ``SetUpdate()`` |
| 219 | + - | The modifications to apply on the matched documents. |
| 220 | + |
| 221 | + * - ``SetUpsert()`` |
| 222 | + - | Whether to insert a new document if the :ref:`query filter <query-filter-definition-go>` doesn't match any documents. |
| 223 | + |
| 224 | +Example |
| 225 | +``````` |
| 226 | + |
| 227 | +The following example creates an ``UpdateOneModel`` to decrement a |
| 228 | +documents ``rating`` by ``2`` if their ``type`` is "Masala": |
| 229 | + |
| 230 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 231 | + :language: go |
| 232 | + :dedent: |
| 233 | + :start-after: begin bulk update model |
| 234 | + :end-before: end bulk update model |
| 235 | + |
| 236 | +Delete |
| 237 | +~~~~~~ |
| 238 | + |
| 239 | +To perform a delete operation, create a ``DeleteOneModel`` specifying |
| 240 | +the document you want to delete. To delete multiple documents, use the |
| 241 | +``DeleteManyModel``. |
| 242 | + |
| 243 | +The ``DeleteOneModel`` and ``DeleteManyModel`` allow you to specify |
| 244 | +their behavior with the following functions: |
| 245 | + |
| 246 | +.. list-table:: |
| 247 | + :widths: 30 70 |
| 248 | + :header-rows: 1 |
| 249 | + |
| 250 | + * - Function |
| 251 | + - Description |
| 252 | + |
| 253 | + * - ``SetCollation()`` |
| 254 | + - | The type of language collation to use when sorting results. |
| 255 | + |
| 256 | + * - ``SetFilter()`` |
| 257 | + - | The :ref:`query filter <query-filter-definition-go>` specifying which document to delete. |
| 258 | + |
| 259 | + * - ``SetHint()`` |
| 260 | + - | The index to use to scan for documents. |
| 261 | + |
| 262 | +Example |
| 263 | +``````` |
| 264 | + |
| 265 | +The following example creates a ``DeleteManyModel`` to delete |
| 266 | +documents where the ``rating`` is greater than ``7``: |
| 267 | + |
| 268 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 269 | + :language: go |
| 270 | + :dedent: |
| 271 | + :start-after: begin bulk delete model |
| 272 | + :end-before: end bulk delete model |
| 273 | + |
| 274 | +Execution Order |
| 275 | +--------------- |
| 276 | + |
| 277 | +The ``BulkWrite()`` function allows you to specify if you want to |
| 278 | +execute the bulk operations as ordered or unordered in its |
| 279 | +``BulkWriteOptions``. |
| 280 | + |
| 281 | +Ordered |
| 282 | +~~~~~~~ |
| 283 | + |
| 284 | +By default, the ``BulkWrite()`` function executes bulk operations in |
| 285 | +order you added them and stops if an error occurs. |
| 286 | + |
| 287 | +.. tip:: |
| 288 | + |
| 289 | + This is equivalent to specifying ``true`` in the ``SetOrdered()`` |
| 290 | + function: |
| 291 | + |
| 292 | + .. code-block:: go |
| 293 | + |
| 294 | + opts := options.BulkWrite().SetOrdered(true) |
| 295 | + |
| 296 | +Unordered |
| 297 | +~~~~~~~~~ |
| 298 | + |
| 299 | +To execute bulk write operations in any order and continue if an error |
| 300 | +occurs, specify ``false`` to the ``SetOrdered()`` function. The function |
| 301 | +reports the errors afterwards. |
| 302 | + |
| 303 | +Example |
| 304 | +``````` |
| 305 | + |
| 306 | +The following example performs the following actions in any order: |
| 307 | + |
| 308 | +- Inserts two documents. |
| 309 | +- Replaces a document where the type is "Earl Grey" with a new document. |
| 310 | +- Increments all documents ``rating`` by ``3`` if their current rating is less than ``7``. |
| 311 | +- Deletes all documents where the rating is ``9``. |
| 312 | + |
| 313 | +.. literalinclude:: /includes/fundamentals/code-snippets/CRUD/bulkOps.go |
| 314 | + :language: go |
| 315 | + :dedent: |
| 316 | + :start-after: begin unordered |
| 317 | + :end-before: end unordered |
| 318 | + |
| 319 | +After running this example, the output resembles the following: |
| 320 | + |
| 321 | +.. code-block:: none |
| 322 | + :copyable: false |
| 323 | + |
| 324 | + Number of documents inserted: 2 |
| 325 | + Number of documents replaced or updated: 3 |
| 326 | + Number of documents deleted: 2 |
| 327 | + |
| 328 | +The following documents are present in the ``ratings`` collection after |
| 329 | +the bulk operation: |
| 330 | + |
| 331 | +.. code-block:: none |
| 332 | + :copyable: false |
| 333 | + |
| 334 | + [{_id ObjectID("...")} {type Masala} {rating 10}] |
| 335 | + [{_id ObjectID("...")} {type Matcha} {rating 7}] |
| 336 | + |
| 337 | +Additional Information |
| 338 | +---------------------- |
| 339 | + |
| 340 | +For a runnable example on performing a bulk operation, see the |
| 341 | +:ref:`<bulk-ops-usage-example-go>` usage example. |
| 342 | + |
| 343 | +Related Operations |
| 344 | +~~~~~~~~~~~~~~~~~~ |
| 345 | + |
| 346 | +For more information on performing the operations mentioned, see the |
| 347 | +following guides: |
| 348 | + |
| 349 | +- :ref:`<query_document_golang>` |
| 350 | +- :ref:`<insert_guide_golang>` |
| 351 | +- :ref:`<change_document_golang>` |
| 352 | +- :ref:`<delete_guide_golang>` |
| 353 | +- :manual:`Bulk Write Operations </core/bulk-write-operations/>` |
| 354 | + |
| 355 | +API Documentation |
| 356 | +~~~~~~~~~~~~~~~~~ |
| 357 | + |
| 358 | +For more information on any of the functions or types discussed in this |
| 359 | +guide, see the following API Documentation: |
| 360 | + |
| 361 | +- `BulkWrite() <{+api+}/mongo#Collection.BulkWrite>`__ |
| 362 | +- `BulkWriteOptions <{+api+}/mongo/options#BulkWriteOptions>`__ |
| 363 | +- `BulkWriteResult <{+api+}/mongo#BulkWriteResult>`__ |
| 364 | +- `NewInsertOneModel() <{+api+}/mongo#NewUpdateOneModel>`__ |
| 365 | +- `NewReplaceOneModel() <{+api+}/mongo#NewReplaceOneModel>`__ |
| 366 | +- `NewReplaceOneModel() <{+api+}/mongo#NewReplaceOneModel>`__ |
| 367 | +- `NewUpdateOneModel() <{+api+}/mongo#NewUpdateOneModel>`__ |
| 368 | +- `NewUpdateManyModel() <{+api+}/mongo#NewReplaceOneModel>`__ |
| 369 | +- `NewDeleteOneModel() <{+api+}/mongo#NewReplaceOneModel>`__ |
| 370 | +- `NewDeleteManyModel() <{+api+}/mongo#NewReplaceOneModel>`__ |
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