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DOCSP-43063 Time Series Data #55
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.. _c-time-series: | ||
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================ | ||
Time Series Data | ||
================ | ||
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.. facet:: | ||
:name: genre | ||
:values: reference | ||
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.. meta:: | ||
:keywords: code example, measurement, weather | ||
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.. contents:: On this page | ||
:local: | ||
:backlinks: none | ||
:depth: 1 | ||
:class: singlecol | ||
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Overview | ||
-------- | ||
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In this guide, you can learn how to use the {+driver-short+} to store | ||
and interact with **time series data**. | ||
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Time series data is composed of the following components: | ||
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- Measured quantity | ||
- Timestamp for the measurement | ||
- Metadata that describes the measurement | ||
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The following table describes sample situations for which you could store time | ||
series data: | ||
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.. list-table:: | ||
:widths: 33, 33, 33 | ||
:header-rows: 1 | ||
:stub-columns: 1 | ||
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* - Situation | ||
- Measured Quantity | ||
- Metadata | ||
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* - Recording monthly sales by industry | ||
- Revenue in USD | ||
- Company, country | ||
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* - Tracking weather changes | ||
- Precipitation level | ||
- Location, sensor type | ||
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* - Recording fluctuations in housing prices | ||
- Monthly rent price | ||
- Location, currency | ||
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.. _c-time-series-create: | ||
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Create a Time Series Collection | ||
------------------------------- | ||
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.. important:: Server Version for Time Series Collections | ||
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To create and interact with time series collections, you must be | ||
connected to a deployment running {+mdb-server+} 5.0 or later. | ||
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You can create a time series collection to store time series data. | ||
To create a time series collection, pass the following parameters to the | ||
``mongoc_database_create_collection()`` function: | ||
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- The database in which to create the collection | ||
- The name of the new collection to create | ||
- A ``timeseries`` object that specifies the ``timeField`` option | ||
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.. _c-time-series-create-example: | ||
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The following example creates a time series collection named ``october2024`` in the | ||
``fall_weather`` database with the ``timeField`` option set to the ``"timestamp"`` fields: | ||
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.. literalinclude:: /includes/databases-collections/timeseries.c | ||
:language: c | ||
:start-after: start-create-time-series | ||
:end-before: end-create-time-series | ||
:dedent: | ||
:emphasize-lines: 13-19 | ||
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To verify that you successfully created the time series collection, run | ||
the ``mongoc_database_find_collections_with_opts()`` function on the | ||
``fall_weather`` database and print the results: | ||
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.. io-code-block:: | ||
:copyable: true | ||
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.. input:: /includes/databases-collections/timeseries.c | ||
:language: c | ||
:start-after: start-list-collections | ||
:end-before: end-list-collections | ||
:dedent: | ||
:emphasize-lines: 4-11 | ||
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.. output:: | ||
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{ "name" : "october2024", "type" : "timeseries", "options" : { "timeseries" : { "timeField" : "timestamp", "granularity" : "seconds", "bucketMaxSpanSeconds" : { "$numberInt" : "3600" } } }, "info" : { "readOnly" : false } } | ||
... | ||
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.. _c-time-series-store: | ||
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Store Time Series Data | ||
---------------------- | ||
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You can insert data into a time series collection by using the ``mongoc_collection_insert_one()`` | ||
or ``mongoc_collection_insert_many()`` functions and specifying the measurement, timestamp, and metadata | ||
in each inserted document. | ||
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To learn more about inserting documents into a collection, see the :ref:`c-write-insert` | ||
guide. | ||
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Example | ||
~~~~~~~ | ||
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The following example inserts New York City temperature data into the ``october2024`` | ||
time series collection created in the :ref:`Create a Time Series Collection example | ||
<c-time-series-create-example>`. Each document contains the following fields: | ||
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- ``temperature``, which stores temperature measurements in degrees Fahrenheit | ||
- ``location``, which stores location metadata | ||
- ``timestamp``, which stores the time of the measurement collection | ||
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.. literalinclude:: /includes/databases-collections/timeseries.c | ||
:language: c | ||
:start-after: start-insert-document | ||
:end-before: end-insert-document | ||
:dedent: | ||
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.. _c-time-series-query: | ||
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Query Time Series Data | ||
---------------------- | ||
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You can use the same syntax and conventions to query data stored in a time | ||
series collection as you use when performing read or aggregation operations on | ||
other collections. To learn more about these operations, see | ||
the :ref:`Additional Information <c-time-series-addtl-info>` section. | ||
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.. _c-time-series-addtl-info: | ||
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Additional Information | ||
---------------------- | ||
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To learn more about the concepts mentioned in this guide, see the | ||
following {+mdb-server+} manual entries: | ||
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- :manual:`Time Series </core/timeseries-collections/>` | ||
- :manual:`Create and Query a Time Series Collection </core/timeseries/timeseries-procedures/>` | ||
- :manual:`Set Granularity for Time Series Data </core/timeseries/timeseries-granularity/>` | ||
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To learn more about performing read operations, see :ref:`c-read`. | ||
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To learn more about performing aggregation operations, see the :ref:`c-aggregation` | ||
guide. | ||
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API Documentation | ||
~~~~~~~~~~~~~~~~~ | ||
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To learn more about the functions mentioned in this guide, see the following | ||
API documentation: | ||
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- `mongoc_database_create_collection() <{+api-libmongoc+}/mongoc_database_create_collection.html#mongoc-database-create-collection>`__ | ||
- `mongoc_database_find_collections_with_opts() <{+api-libmongoc+}/mongoc_database_find_collections_with_opts.html>`__ | ||
- `mongoc_collection_insert_one() <{+api-libmongoc+}/mongoc_collection_insert_one.html#mongoc-collection-insert-one>`__ |
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#include <bson/bson.h> | ||||||||||||||||||
#include <mongoc/mongoc.h> | ||||||||||||||||||
#include <stdio.h> | ||||||||||||||||||
#include <stdlib.h> | ||||||||||||||||||
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int main (void) | ||||||||||||||||||
{ | ||||||||||||||||||
// start-create-time-series | ||||||||||||||||||
// Initialize the MongoDB C Driver | ||||||||||||||||||
mongoc_init (); | ||||||||||||||||||
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// Create a new client instance | ||||||||||||||||||
mongoc_client_t *client = mongoc_client_new ("<connection string>"); | ||||||||||||||||||
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// Get a handle on the database | ||||||||||||||||||
mongoc_database_t *database = mongoc_client_get_database (client, "fall_weather"); | ||||||||||||||||||
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// Create options for the time series collection | ||||||||||||||||||
bson_t *opts = BCON_NEW ( | ||||||||||||||||||
"timeseries", "{", | ||||||||||||||||||
"timeField", BCON_UTF8 ("timestamp"), | ||||||||||||||||||
"}"); | ||||||||||||||||||
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// Create the time series collection | ||||||||||||||||||
bson_error_t error; | ||||||||||||||||||
mongoc_collection_t *collection = mongoc_database_create_collection (database, "october2024", opts, &error); | ||||||||||||||||||
if (!collection) { | ||||||||||||||||||
fprintf(stderr, "Error creating collection: %s\n", error.message); | ||||||||||||||||||
} | ||||||||||||||||||
bson_destroy (opts); | ||||||||||||||||||
// end-create-time-series | ||||||||||||||||||
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Suggested change
Suggest checking if the collection was created successfully. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
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// start-list-collections | ||||||||||||||||||
// List collections in the database | ||||||||||||||||||
mongoc_cursor_t *cursor = mongoc_database_find_collections_with_opts (database, NULL); | ||||||||||||||||||
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const bson_t *doc; | ||||||||||||||||||
while (mongoc_cursor_next (cursor, &doc)) | ||||||||||||||||||
{ | ||||||||||||||||||
char *str = bson_as_canonical_extended_json (doc, NULL); | ||||||||||||||||||
printf ("%s\n", str); | ||||||||||||||||||
bson_free (str); | ||||||||||||||||||
} | ||||||||||||||||||
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// Check for cursor errors | ||||||||||||||||||
if (mongoc_cursor_error (cursor, &error)) | ||||||||||||||||||
{ | ||||||||||||||||||
fprintf (stderr, "Cursor error: %s\n", error.message); | ||||||||||||||||||
} | ||||||||||||||||||
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Suggested change
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mongoc_cursor_destroy (cursor); | ||||||||||||||||||
// end-list-collections | ||||||||||||||||||
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// start-insert-document | ||||||||||||||||||
const bson_t *insert_doc = BCON_NEW ( | ||||||||||||||||||
"temperature", BCON_DOUBLE (70.0), | ||||||||||||||||||
"location", "{", "city", BCON_UTF8 ("New York"), "}", | ||||||||||||||||||
"timestamp", BCON_DATE_TIME (1633046400000)); | ||||||||||||||||||
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if (!mongoc_collection_insert_one (collection, insert_doc, NULL, NULL, &error)) { | ||||||||||||||||||
fprintf(stderr, "Error inserting document: %s\n", error.message); | ||||||||||||||||||
} | ||||||||||||||||||
// end-insert-document | ||||||||||||||||||
mongoc_database_destroy (database); | ||||||||||||||||||
mongoc_client_destroy (client); | ||||||||||||||||||
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Suggested change
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mongoc_collection_destroy (collection); | ||||||||||||||||||
mongoc_cleanup (); | ||||||||||||||||||
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return EXIT_SUCCESS; | ||||||||||||||||||
} |
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I'm not sure if "object" is the correct terminology here.
@kevinAlbs might be able to clarify.
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That particular parameter is a
bson_t
, so I would suggest altering as such: