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+-------+ | name | +-------+ | Alice | +-------+
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# project_id = "Your Google Cloud project ID" # instance_id = "Your Spanner instance ID" # database_id = "Your Spanner database ID"
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* [ Articles & Information ](/gc/Articles-Information/ct-p/cloud-community-articles)
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### Node.js
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## Ingest JSON data
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In addition to [ ` STRING ` ](/bigquery/docs/reference/standard- sql/json_functions#string_for_json) , you might have to extract ` JSON ` values and return them as another SQL data type. The following value extraction functions are available:
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Post Options
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The following example converts key-value pairs to JSON using the [ ` JSON_OBJECT ` ](/bigquery/docs/reference/standard- sql/json_functions#json_object) function.
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* [ Gemini Code Assist ](/gc/Gemini-Code-Assist/bd-p/cloud-duet-ai)
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* [ Introduction ](/bigquery/docs/views-intro) * [ Create views ](/bigquery/docs/views) * [ Get information about views ](/bigquery/docs/view-metadata) * [ Manage views ](/bigquery/docs/managing-views)
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Post Options
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void UseDataFactory() { scoped_ptr<File> file(File::New()); InitFileData(file.get()); ProcessData(*file); }
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django_CharField/django_CharField_48_0.txt
### ` TimeField ` ¶ _ class _ ` TimeField ` ( _ auto_now = False _ , _ auto_now_add = False _ , _ ** options _ ) ¶ A time, represented in Python by a ` datetime.time ` instance. Accepts the same auto-population options as ` DateField ` . The default form widget for this field is a [ ` TimeInput ...
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To authenticate to Spanner, set up Application Default Credentials. For more information, see [ Set up authentication for a local development environment ](/docs/authentication/provide-credentials-adc#local-dev) .
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void Example() { DateTime now; // Default constructor is current time
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bq show mydataset.table1
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This section provides some additional reference documentation for using the ` JsonCppData ` class. All data objects generated by the code generator are derived from this class. At some point you may need to become more familiar with the details.
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+----------------------------------+ | json_data | +----------------------------------+ | {"color":"Red","fruit":"apple"} | | {"fruit":"banana","ripe":"true"} | +----------------------------------+
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+---------+ | name | +---------+ | "Alice" | | "Bob" | +---------+
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* [ BigQuery APIs and libraries overview ](/bigquery/docs/reference/libraries-overview) * Authentication
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## Create ` JSON ` values
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SELECT JSON_QUERY_ARRAY(cart.items) AS items FROM mydataset.table1;
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* [ Introduction ](/bigquery/docs/query-overview) * Query BigQuery data
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* [ View cluster and partition recommendations ](/bigquery/docs/view-partition-cluster-recommendations) * [ Apply cluster and partition recommendations ](/bigquery/docs/apply-partition-cluster-recommendations) * [ Manage materialized view recommendations ](/bigquery/docs/manage-materialized-recommendations)
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* [ Introduction ](/bigquery/docs/geospatial-intro) * [ Work with geospatial analytics ](/bigquery/docs/geospatial-data) * [ Visualize geospatial data ](/bigquery/docs/geospatial-visualize) * [ Geospatial analytics syntax reference ](/bigquery/docs/reference/standard-sql/geography_functions) * Geospatial analytics ...
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* [ Forecasting overview ](/bigquery/docs/forecasting-overview) * [ Anomaly detection overview ](/bigquery/docs/anomaly-detection-overview) * [ Recommendation overview ](/bigquery/docs/recommendation-overview)
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This section describes how to use GoogleSQL to extract values from JSON. JSON is case-sensitive and supports UTF-8 in both fields and values.
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![](/skins/images/DFCB5E9DCA7982FF3415DFD593CD6484/responsive_peak/images/icon_anonymous_message.png)
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### ` validators ` ¶ ` Field. ` ` validators ` ¶ A list of validators to run for this field. See the [ validators documentation ](../../validators/) for more information. ## Field types ¶
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* [ ` JSON_QUERY_ARRAY ` ](/bigquery/docs/reference/standard-sql/json_functions#json_query_array) : extracts an array and returns it as an ` ARRAY<JSON> ` of JSON. * [ ` JSON_VALUE_ARRAY ` ](/bigquery/docs/reference/standard-sql/json_functions#json_value_array) : extracts an array of scalar values and returns it as an ...
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* [ Run inference ](/bigquery/docs/object-table-inference) * [ Analyze with remote functions ](/bigquery/docs/object-table-remote-function) * [ Tutorial: Create and use a remote function ](/bigquery/docs/remote-function-tutorial)
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* Snowflake
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* [ Vertex AI integration overview ](/spanner/docs/ml) * [ Get Vertex AI text embeddings ](/spanner/docs/ml-tutorial-embeddings) * [ Generate vector embeddings for textual data in bulk using partitioned DML ](/spanner/docs/backfill-embeddings) * [ Generate ML predictions using SQL ](/spanner/docs/ml-tutorial) * [ G...
django_CharField/jsondata_149_0.txt
* [ Introduction ](/bigquery/docs/programmatic-analysis) * Use notebooks in BigQuery
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To authenticate to Spanner, set up Application Default Credentials. For more information, see [ Set up authentication for a local development environment ](/docs/authentication/provide-credentials-adc#local-dev) .
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* English * Deutsch * Español – América Latina * Français * Indonesia * Italiano * Português – Brasil * 中文 – 简体 * 日本語 * 한국어
django_CharField/jsondata_25_0.txt
* [ Query public data ](/bigquery/docs/quickstarts/query-public-dataset-bq) * [ Load and query data ](/bigquery/docs/quickstarts/load-data-bq)
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### ` unique_for_year ` ¶ ` Field. ` ` unique_for_year ` ¶ Like ` unique_for_date ` and ` unique_for_month ` .
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* Google Merchant Center
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[ Go to BigQuery ](https://console.cloud.google.com/bigquery)
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User | Count ---|---
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Let me know if you have any questions.
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### ` verbose_name ` ¶ ` Field. ` ` verbose_name ` ¶ A human-readable name for the field. If the verbose name isn’t given, Django will automatically create it using the field’s attribute name, converting underscores to spaces. See [ Verbose field names ](../../../topics/db/models/#verbose-field-names) .
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* [ Infrastructure: Compute, Storage, Networking ](/gc/Infrastructure-Compute-Storage/bd-p/cloud-infrastructure)
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You can also try [ Data Transformer Script Task ](https://cloud.google.com/application-integration/docs/configure-data- transformer-script-task) to prepare your body for Rest Api Call Task by converting into String. The script would look something like this:
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![LinkedIn](
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* [ Install the gcloud CLI and set up the Spanner API ](/spanner/docs/getting-started/set-up) * Create and query a database
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* [ Using the Community ](/gc/Using-the-Community/tkb-p/cloud-using-community)
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You can use the ` JSON_VALUE ` function in contexts that require equality or comparison, such as ` WHERE ` clauses and ` GROUP BY ` clauses. The following example shows a ` WHERE ` clause that filters against a ` JSON ` value:
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* Table snapshots
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The JSON data type is a semi-structured data type used for holding JSON (JavaScript Object Notation) data. The specifications for the JSON format are described in [ RFC 7159 ](https://tools.ietf.org/pdf/rfc7159.pdf) .
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* Develop
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Observe that non-object array types do not have a mutable ` [] ` operator. They only have an immutable accessor. You must use the array's ` set_ ` method. To read values from the array you can always use either the ` [] ` operator or ` get ` method.
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// updateDataWithJsonColumn updates database with Json type values func updateDataWithJsonColumn(w io.Writer, db string) error { // db = `projects/<project>/instances/<instance-id>/database/<database-id>` matches := regexp.MustCompile("^(.*)/databases/(.*)$").FindStringSubmatch(db) if matches == nil || len(matches) != ...
django_CharField/607740_129_0.txt
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* [ Introduction ](/bigquery/docs/developer-overview) * [ BigQuery code samples ](/bigquery/docs/samples) * BigQuery API basics
django_CharField/jsondata_133_0.txt
* [ Query Amazon S3 data ](/bigquery/docs/query-aws-data) * [ Export query results to Amazon S3 ](/bigquery/docs/omni-aws-export-results-to-s3)
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* [ Query public data ](/bigquery/docs/quickstarts/query-public-dataset-console) * [ Load and query data ](/bigquery/docs/quickstarts/load-data-console) * [ Try BigQuery DataFrames ](/bigquery/docs/dataframes-quickstart)
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* [ Introduction ](/bigquery/docs/admin-intro) * Manage resources
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* [ Data Analytics ](/gc/Data-Analytics/bd-p/cloud-data-analytics)
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JSON is useful to supplement a relational schema for data that is sparse or has a loosely-defined or changing structure. However, the query optimizer relies on the relational model to efficiently filter, join, aggregate, and sort at scale. Queries over JSON will have fewer built-in optimizations and fewer affordances t...
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/** * TODO(developer): Uncomment the following lines before running the sample. */ // const projectId = 'my-project-id'; // const instanceId = 'my-instance'; // const databaseId = 'my-database';
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await Task.WhenAll(venues.Select(venue => { // Update rows in the Venues table. using var cmd = connection.CreateUpdateCommand("Venues", new SpannerParameterCollection { { "VenueId", SpannerDbType.Int64, venue.VenueId }, { "VenueDetails", SpannerDbType.Json, venue.VenueDetails } }); return cmd.ExecuteNonQueryAsync(); }...
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### ` DurationField ` ¶ _ class _ ` DurationField ` ( _ ** options _ ) ¶ A field for storing periods of time - modeled in Python by [ ` timedelta ` ](https://docs.python.org/3/library/datetime.html#datetime.timedelta "\(in Python v3.12\)") . When used on PostgreSQL, the data type used is an ` interval ...
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# instance_id = "your-spanner-instance" # database_id = "your-spanner-db-id" spanner_client = spanner.Client() instance = spanner_client.instance(instance_id) database = instance.database(database_id)
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* Labels: * [ Application Integration ](/gc/forums/filteredbylabelpage/board-id/cloud-integration-services/label-name/application%20integration) * [ Tasks ](/gc/forums/filteredbylabelpage/board-id/cloud-integration-services/label-name/tasks)
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row.json_col = '{"a": 10, "b": "bar"}' row.json_col = '"This is a string"' # The double-quoted string is the JSON value. row.json_col = '10'
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* Regression and classification
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* [ CMEK overview ](/spanner/docs/cmek) * [ Secure a database using CMEK ](/spanner/docs/use-cmek)
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### Ruby
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* Connections
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SELECT cart.address AS address, cart.items[1].price AS item1_price FROM mydataset.table1;
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never-displayed
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* Point-in-time recovery (PITR)
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ALTER TABLE Venues ADD COLUMN VenueDetails JSON """ spanner_client = spanner.Client() instance = spanner_client.instance(instance_id)
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* [ Load data from other Google services ](/bigquery/docs/load-data-google-services) * [ Load data using third-party apps ](/bigquery/docs/load-data-third-party) * [ Load data using cross-cloud operations ](/bigquery/docs/load-data-using-cross-cloud-transfer)
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To split an array into its individual elements, use the [ ` UNNEST ` ](/bigquery/docs/reference/standard-sql/query-syntax#unnest_operator) operator, which returns a table with one row for each element in the array. The following example selects the ` product ` member from each member of the ` items ` array:
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## Modify JSON data
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* [ Change streams overview ](/spanner/docs/change-streams) * [ Create and manage change streams ](/spanner/docs/change-streams/manage) * [ Build change streams connections using Dataflow ](/spanner/docs/change-streams/use-dataflow) * [ Build change streams connections to Kafka ](/spanner/docs/change-streams/use-ka...
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// Assuming your variable is named as "jsonPayload" local jsonPayload = std.extVar("jsonPayload");
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[ Documentation ](https://cloud.google.com/docs) [ Technology areas ](https://cloud.google.com/docs/tech-area-overviews)
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* Generate embeddings
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### JsonCppDataArray
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In addition to [ ` LAX_IN64 ` ](/bigquery/docs/reference/standard- sql/json_functions#lax_int64) , you can convert to other SQL types flexibly to JSON with the following functions:
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Additional options
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* [ Google Cloud pricing ](/pricing/) * [ Google Workspace pricing ](//workspace.google.com/pricing.html) * [ See all products ](/products/) * ### Solutions
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* Share with Analytics Hub
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class QueryWithJsonParameterSample {
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### Convert a ` STRING ` type to ` JSON ` type
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Preferences
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using Google.Cloud.Spanner.Data; using System; using System.Threading.Tasks;