docs: docs update (#911)
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Fixes #<issue_number_goes_here> 🦕
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+
+<h1><a href="dlp_v2.html">Cloud Data Loss Prevention (DLP) API</a> . <a href="dlp_v2.projects.html">projects</a> . <a href="dlp_v2.projects.locations.html">locations</a> . <a href="dlp_v2.projects.locations.content.html">content</a></h1>
+<h2>Instance Methods</h2>
+<p class="toc_element">
+ <code><a href="#deidentify">deidentify(parent, locationId, body=None, x__xgafv=None)</a></code></p>
+<p class="firstline">De-identifies potentially sensitive info from a ContentItem.</p>
+<p class="toc_element">
+ <code><a href="#inspect">inspect(parent, locationId, body=None, x__xgafv=None)</a></code></p>
+<p class="firstline">Finds potentially sensitive info in content.</p>
+<p class="toc_element">
+ <code><a href="#reidentify">reidentify(parent, locationId, body=None, x__xgafv=None)</a></code></p>
+<p class="firstline">Re-identifies content that has been de-identified.</p>
+<h3>Method Details</h3>
+<div class="method">
+ <code class="details" id="deidentify">deidentify(parent, locationId, body=None, x__xgafv=None)</code>
+ <pre>De-identifies potentially sensitive info from a ContentItem.
+This method has limits on input size and output size.
+See https://cloud.google.com/dlp/docs/deidentify-sensitive-data to
+learn more.
+
+When no InfoTypes or CustomInfoTypes are specified in this request, the
+system will automatically choose what detectors to run. By default this may
+be all types, but may change over time as detectors are updated.
+
+Args:
+ parent: string, The parent resource name, for example projects/my-project-id. (required)
+ locationId: string, The geographic location to process de-identification. Reserved for future
+extensions. (required)
+ body: object, The request body.
+ The object takes the form of:
+
+{ # Request to de-identify a list of items.
+ "item": { # Container structure for the content to inspect. # The item to de-identify. Will be treated as text.
+ "byteItem": { # Container for bytes to inspect or redact. # Content data to inspect or redact. Replaces `type` and `data`.
+ "type": "A String", # The type of data stored in the bytes string. Default will be TEXT_UTF8.
+ "data": "A String", # Content data to inspect or redact.
+ },
+ "value": "A String", # String data to inspect or redact.
+ "table": { # Structured content to inspect. Up to 50,000 `Value`s per request allowed. # Structured content for inspection. See
+ # https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ # See https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ "rows": [ # Rows of the table.
+ { # Values of the row.
+ "values": [ # Individual cells.
+ { # Set of primitive values supported by the system.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ ],
+ },
+ ],
+ "headers": [ # Headers of the table.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ },
+ },
+ "inspectTemplateName": "A String", # Template to use. Any configuration directly specified in
+ # inspect_config will override those set in the template. Singular fields
+ # that are set in this request will replace their corresponding fields in the
+ # template. Repeated fields are appended. Singular sub-messages and groups
+ # are recursively merged.
+ "deidentifyTemplateName": "A String", # Template to use. Any configuration directly specified in
+ # deidentify_config will override those set in the template. Singular fields
+ # that are set in this request will replace their corresponding fields in the
+ # template. Repeated fields are appended. Singular sub-messages and groups
+ # are recursively merged.
+ "inspectConfig": { # Configuration description of the scanning process. # Configuration for the inspector.
+ # Items specified here will override the template referenced by the
+ # inspect_template_name argument.
+ # When used with redactContent only info_types and min_likelihood are currently
+ # used.
+ "includeQuote": True or False, # When true, a contextual quote from the data that triggered a finding is
+ # included in the response; see Finding.quote.
+ "ruleSet": [ # Set of rules to apply to the findings for this InspectConfig.
+ # Exclusion rules, contained in the set are executed in the end, other
+ # rules are executed in the order they are specified for each info type.
+ { # Rule set for modifying a set of infoTypes to alter behavior under certain
+ # circumstances, depending on the specific details of the rules within the set.
+ "infoTypes": [ # List of infoTypes this rule set is applied to.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "rules": [ # Set of rules to be applied to infoTypes. The rules are applied in order.
+ { # A single inspection rule to be applied to infoTypes, specified in
+ # `InspectionRuleSet`.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ "exclusionRule": { # The rule that specifies conditions when findings of infoTypes specified in # Exclusion rule.
+ # `InspectionRuleSet` are removed from results.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # Dictionary which defines the rule.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression which defines the rule.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "excludeInfoTypes": { # List of exclude infoTypes. # Set of infoTypes for which findings would affect this rule.
+ "infoTypes": [ # InfoType list in ExclusionRule rule drops a finding when it overlaps or
+ # contained within with a finding of an infoType from this list. For
+ # example, for `InspectionRuleSet.info_types` containing "PHONE_NUMBER"` and
+ # `exclusion_rule` containing `exclude_info_types.info_types` with
+ # "EMAIL_ADDRESS" the phone number findings are dropped if they overlap
+ # with EMAIL_ADDRESS finding.
+ # That leads to "555-222-2222@example.org" to generate only a single
+ # finding, namely email address.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ },
+ "matchingType": "A String", # How the rule is applied, see MatchingType documentation for details.
+ },
+ },
+ ],
+ },
+ ],
+ "limits": { # Configuration to control the number of findings returned. # Configuration to control the number of findings returned.
+ "maxFindingsPerItem": 42, # Max number of findings that will be returned for each item scanned.
+ # When set within `InspectJobConfig`,
+ # the maximum returned is 2000 regardless if this is set higher.
+ # When set within `InspectContentRequest`, this field is ignored.
+ "maxFindingsPerInfoType": [ # Configuration of findings limit given for specified infoTypes.
+ { # Max findings configuration per infoType, per content item or long
+ # running DlpJob.
+ "maxFindings": 42, # Max findings limit for the given infoType.
+ "infoType": { # Type of information detected by the API. # Type of information the findings limit applies to. Only one limit per
+ # info_type should be provided. If InfoTypeLimit does not have an
+ # info_type, the DLP API applies the limit against all info_types that
+ # are found but not specified in another InfoTypeLimit.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ },
+ ],
+ "maxFindingsPerRequest": 42, # Max number of findings that will be returned per request/job.
+ # When set within `InspectContentRequest`, the maximum returned is 2000
+ # regardless if this is set higher.
+ },
+ "contentOptions": [ # List of options defining data content to scan.
+ # If empty, text, images, and other content will be included.
+ "A String",
+ ],
+ "infoTypes": [ # Restricts what info_types to look for. The values must correspond to
+ # InfoType values returned by ListInfoTypes or listed at
+ # https://cloud.google.com/dlp/docs/infotypes-reference.
+ #
+ # When no InfoTypes or CustomInfoTypes are specified in a request, the
+ # system may automatically choose what detectors to run. By default this may
+ # be all types, but may change over time as detectors are updated.
+ #
+ # If you need precise control and predictability as to what detectors are
+ # run you should specify specific InfoTypes listed in the reference,
+ # otherwise a default list will be used, which may change over time.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "minLikelihood": "A String", # Only returns findings equal or above this threshold. The default is
+ # POSSIBLE.
+ # See https://cloud.google.com/dlp/docs/likelihood to learn more.
+ "excludeInfoTypes": True or False, # When true, excludes type information of the findings.
+ "customInfoTypes": [ # CustomInfoTypes provided by the user. See
+ # https://cloud.google.com/dlp/docs/creating-custom-infotypes to learn more.
+ { # Custom information type provided by the user. Used to find domain-specific
+ # sensitive information configurable to the data in question.
+ "likelihood": "A String", # Likelihood to return for this CustomInfoType. This base value can be
+ # altered by a detection rule if the finding meets the criteria specified by
+ # the rule. Defaults to `VERY_LIKELY` if not specified.
+ "infoType": { # Type of information detected by the API. # CustomInfoType can either be a new infoType, or an extension of built-in
+ # infoType, when the name matches one of existing infoTypes and that infoType
+ # is specified in `InspectContent.info_types` field. Specifying the latter
+ # adds findings to the one detected by the system. If built-in info type is
+ # not specified in `InspectContent.info_types` list then the name is treated
+ # as a custom info type.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression based CustomInfoType.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "detectionRules": [ # Set of detection rules to apply to all findings of this CustomInfoType.
+ # Rules are applied in order that they are specified. Not supported for the
+ # `surrogate_type` CustomInfoType.
+ { # Deprecated; use `InspectionRuleSet` instead. Rule for modifying a
+ # `CustomInfoType` to alter behavior under certain circumstances, depending
+ # on the specific details of the rule. Not supported for the `surrogate_type`
+ # custom infoType.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ },
+ ],
+ "exclusionType": "A String", # If set to EXCLUSION_TYPE_EXCLUDE this infoType will not cause a finding
+ # to be returned. It still can be used for rules matching.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # A list of phrases to detect as a CustomInfoType.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "storedType": { # A reference to a StoredInfoType to use with scanning. # Load an existing `StoredInfoType` resource for use in
+ # `InspectDataSource`. Not currently supported in `InspectContent`.
+ "name": "A String", # Resource name of the requested `StoredInfoType`, for example
+ # `organizations/433245324/storedInfoTypes/432452342` or
+ # `projects/project-id/storedInfoTypes/432452342`.
+ "createTime": "A String", # Timestamp indicating when the version of the `StoredInfoType` used for
+ # inspection was created. Output-only field, populated by the system.
+ },
+ "surrogateType": { # Message for detecting output from deidentification transformations # Message for detecting output from deidentification transformations that
+ # support reversing.
+ # such as
+ # [`CryptoReplaceFfxFpeConfig`](/dlp/docs/reference/rest/v2/organizations.deidentifyTemplates#cryptoreplaceffxfpeconfig).
+ # These types of transformations are
+ # those that perform pseudonymization, thereby producing a "surrogate" as
+ # output. This should be used in conjunction with a field on the
+ # transformation such as `surrogate_info_type`. This CustomInfoType does
+ # not support the use of `detection_rules`.
+ },
+ },
+ ],
+ },
+ "deidentifyConfig": { # The configuration that controls how the data will change. # Configuration for the de-identification of the content item.
+ # Items specified here will override the template referenced by the
+ # deidentify_template_name argument.
+ "transformationErrorHandling": { # How to handle transformation errors during de-identification. A # Mode for handling transformation errors. If left unspecified, the default
+ # mode is `TransformationErrorHandling.ThrowError`.
+ # transformation error occurs when the requested transformation is incompatible
+ # with the data. For example, trying to de-identify an IP address using a
+ # `DateShift` transformation would result in a transformation error, since date
+ # info cannot be extracted from an IP address.
+ # Information about any incompatible transformations, and how they were
+ # handled, is returned in the response as part of the
+ # `TransformationOverviews`.
+ "throwError": { # Throw an error and fail the request when a transformation error occurs. # Throw an error
+ },
+ "leaveUntransformed": { # Skips the data without modifying it if the requested transformation would # Ignore errors
+ # cause an error. For example, if a `DateShift` transformation were applied
+ # an an IP address, this mode would leave the IP address unchanged in the
+ # response.
+ },
+ },
+ "recordTransformations": { # A type of transformation that is applied over structured data such as a # Treat the dataset as structured. Transformations can be applied to
+ # specific locations within structured datasets, such as transforming
+ # a column within a table.
+ # table.
+ "recordSuppressions": [ # Configuration defining which records get suppressed entirely. Records that
+ # match any suppression rule are omitted from the output.
+ { # Configuration to suppress records whose suppression conditions evaluate to
+ # true.
+ "condition": { # A condition for determining whether a transformation should be applied to # A condition that when it evaluates to true will result in the record being
+ # evaluated to be suppressed from the transformed content.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ "fieldTransformations": [ # Transform the record by applying various field transformations.
+ { # The transformation to apply to the field.
+ "fields": [ # Required. Input field(s) to apply the transformation to.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the contents of the field as free text, and selectively
+ # transform content that matches an `InfoType`.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ "primitiveTransformation": { # A rule for transforming a value. # Apply the transformation to the entire field.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "condition": { # A condition for determining whether a transformation should be applied to # Only apply the transformation if the condition evaluates to true for the
+ # given `RecordCondition`. The conditions are allowed to reference fields
+ # that are not used in the actual transformation.
+ #
+ # Example Use Cases:
+ #
+ # - Apply a different bucket transformation to an age column if the zip code
+ # column for the same record is within a specific range.
+ # - Redact a field if the date of birth field is greater than 85.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ },
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the dataset as free-form text and apply the same free text
+ # transformation everywhere.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ },
+ "locationId": "A String", # The geographic location to process de-identification. Reserved for future
+ # extensions.
+ }
+
+ x__xgafv: string, V1 error format.
+ Allowed values
+ 1 - v1 error format
+ 2 - v2 error format
+
+Returns:
+ An object of the form:
+
+ { # Results of de-identifying a ContentItem.
+ "item": { # Container structure for the content to inspect. # The de-identified item.
+ "byteItem": { # Container for bytes to inspect or redact. # Content data to inspect or redact. Replaces `type` and `data`.
+ "type": "A String", # The type of data stored in the bytes string. Default will be TEXT_UTF8.
+ "data": "A String", # Content data to inspect or redact.
+ },
+ "value": "A String", # String data to inspect or redact.
+ "table": { # Structured content to inspect. Up to 50,000 `Value`s per request allowed. # Structured content for inspection. See
+ # https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ # See https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ "rows": [ # Rows of the table.
+ { # Values of the row.
+ "values": [ # Individual cells.
+ { # Set of primitive values supported by the system.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ ],
+ },
+ ],
+ "headers": [ # Headers of the table.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ },
+ },
+ "overview": { # Overview of the modifications that occurred. # An overview of the changes that were made on the `item`.
+ "transformationSummaries": [ # Transformations applied to the dataset.
+ { # Summary of a single transformation.
+ # Only one of 'transformation', 'field_transformation', or 'record_suppress'
+ # will be set.
+ "fieldTransformations": [ # The field transformation that was applied.
+ # If multiple field transformations are requested for a single field,
+ # this list will contain all of them; otherwise, only one is supplied.
+ { # The transformation to apply to the field.
+ "fields": [ # Required. Input field(s) to apply the transformation to.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the contents of the field as free text, and selectively
+ # transform content that matches an `InfoType`.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ "primitiveTransformation": { # A rule for transforming a value. # Apply the transformation to the entire field.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "condition": { # A condition for determining whether a transformation should be applied to # Only apply the transformation if the condition evaluates to true for the
+ # given `RecordCondition`. The conditions are allowed to reference fields
+ # that are not used in the actual transformation.
+ #
+ # Example Use Cases:
+ #
+ # - Apply a different bucket transformation to an age column if the zip code
+ # column for the same record is within a specific range.
+ # - Redact a field if the date of birth field is greater than 85.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ "field": { # General identifier of a data field in a storage service. # Set if the transformation was limited to a specific FieldId.
+ "name": "A String", # Name describing the field.
+ },
+ "transformation": { # A rule for transforming a value. # The specific transformation these stats apply to.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "transformedBytes": "A String", # Total size in bytes that were transformed in some way.
+ "recordSuppress": { # Configuration to suppress records whose suppression conditions evaluate to # The specific suppression option these stats apply to.
+ # true.
+ "condition": { # A condition for determining whether a transformation should be applied to # A condition that when it evaluates to true will result in the record being
+ # evaluated to be suppressed from the transformed content.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ "infoType": { # Type of information detected by the API. # Set if the transformation was limited to a specific InfoType.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "results": [ # Collection of all transformations that took place or had an error.
+ { # A collection that informs the user the number of times a particular
+ # `TransformationResultCode` and error details occurred.
+ "code": "A String", # Outcome of the transformation.
+ "count": "A String", # Number of transformations counted by this result.
+ "details": "A String", # A place for warnings or errors to show up if a transformation didn't
+ # work as expected.
+ },
+ ],
+ },
+ ],
+ "transformedBytes": "A String", # Total size in bytes that were transformed in some way.
+ },
+ }</pre>
+</div>
+
+<div class="method">
+ <code class="details" id="inspect">inspect(parent, locationId, body=None, x__xgafv=None)</code>
+ <pre>Finds potentially sensitive info in content.
+This method has limits on input size, processing time, and output size.
+
+When no InfoTypes or CustomInfoTypes are specified in this request, the
+system will automatically choose what detectors to run. By default this may
+be all types, but may change over time as detectors are updated.
+
+For how to guides, see https://cloud.google.com/dlp/docs/inspecting-images
+and https://cloud.google.com/dlp/docs/inspecting-text,
+
+Args:
+ parent: string, The parent resource name, for example projects/my-project-id. (required)
+ locationId: string, The geographic location to process content inspection. Reserved for future
+extensions.
+When inspecting images location is restricted to 'global', 'us', 'asia',
+and 'europe'. (required)
+ body: object, The request body.
+ The object takes the form of:
+
+{ # Request to search for potentially sensitive info in a ContentItem.
+ "item": { # Container structure for the content to inspect. # The item to inspect.
+ "byteItem": { # Container for bytes to inspect or redact. # Content data to inspect or redact. Replaces `type` and `data`.
+ "type": "A String", # The type of data stored in the bytes string. Default will be TEXT_UTF8.
+ "data": "A String", # Content data to inspect or redact.
+ },
+ "value": "A String", # String data to inspect or redact.
+ "table": { # Structured content to inspect. Up to 50,000 `Value`s per request allowed. # Structured content for inspection. See
+ # https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ # See https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ "rows": [ # Rows of the table.
+ { # Values of the row.
+ "values": [ # Individual cells.
+ { # Set of primitive values supported by the system.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ ],
+ },
+ ],
+ "headers": [ # Headers of the table.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ },
+ },
+ "inspectTemplateName": "A String", # Template to use. Any configuration directly specified in
+ # inspect_config will override those set in the template. Singular fields
+ # that are set in this request will replace their corresponding fields in the
+ # template. Repeated fields are appended. Singular sub-messages and groups
+ # are recursively merged.
+ "inspectConfig": { # Configuration description of the scanning process. # Configuration for the inspector. What specified here will override
+ # the template referenced by the inspect_template_name argument.
+ # When used with redactContent only info_types and min_likelihood are currently
+ # used.
+ "includeQuote": True or False, # When true, a contextual quote from the data that triggered a finding is
+ # included in the response; see Finding.quote.
+ "ruleSet": [ # Set of rules to apply to the findings for this InspectConfig.
+ # Exclusion rules, contained in the set are executed in the end, other
+ # rules are executed in the order they are specified for each info type.
+ { # Rule set for modifying a set of infoTypes to alter behavior under certain
+ # circumstances, depending on the specific details of the rules within the set.
+ "infoTypes": [ # List of infoTypes this rule set is applied to.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "rules": [ # Set of rules to be applied to infoTypes. The rules are applied in order.
+ { # A single inspection rule to be applied to infoTypes, specified in
+ # `InspectionRuleSet`.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ "exclusionRule": { # The rule that specifies conditions when findings of infoTypes specified in # Exclusion rule.
+ # `InspectionRuleSet` are removed from results.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # Dictionary which defines the rule.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression which defines the rule.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "excludeInfoTypes": { # List of exclude infoTypes. # Set of infoTypes for which findings would affect this rule.
+ "infoTypes": [ # InfoType list in ExclusionRule rule drops a finding when it overlaps or
+ # contained within with a finding of an infoType from this list. For
+ # example, for `InspectionRuleSet.info_types` containing "PHONE_NUMBER"` and
+ # `exclusion_rule` containing `exclude_info_types.info_types` with
+ # "EMAIL_ADDRESS" the phone number findings are dropped if they overlap
+ # with EMAIL_ADDRESS finding.
+ # That leads to "555-222-2222@example.org" to generate only a single
+ # finding, namely email address.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ },
+ "matchingType": "A String", # How the rule is applied, see MatchingType documentation for details.
+ },
+ },
+ ],
+ },
+ ],
+ "limits": { # Configuration to control the number of findings returned. # Configuration to control the number of findings returned.
+ "maxFindingsPerItem": 42, # Max number of findings that will be returned for each item scanned.
+ # When set within `InspectJobConfig`,
+ # the maximum returned is 2000 regardless if this is set higher.
+ # When set within `InspectContentRequest`, this field is ignored.
+ "maxFindingsPerInfoType": [ # Configuration of findings limit given for specified infoTypes.
+ { # Max findings configuration per infoType, per content item or long
+ # running DlpJob.
+ "maxFindings": 42, # Max findings limit for the given infoType.
+ "infoType": { # Type of information detected by the API. # Type of information the findings limit applies to. Only one limit per
+ # info_type should be provided. If InfoTypeLimit does not have an
+ # info_type, the DLP API applies the limit against all info_types that
+ # are found but not specified in another InfoTypeLimit.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ },
+ ],
+ "maxFindingsPerRequest": 42, # Max number of findings that will be returned per request/job.
+ # When set within `InspectContentRequest`, the maximum returned is 2000
+ # regardless if this is set higher.
+ },
+ "contentOptions": [ # List of options defining data content to scan.
+ # If empty, text, images, and other content will be included.
+ "A String",
+ ],
+ "infoTypes": [ # Restricts what info_types to look for. The values must correspond to
+ # InfoType values returned by ListInfoTypes or listed at
+ # https://cloud.google.com/dlp/docs/infotypes-reference.
+ #
+ # When no InfoTypes or CustomInfoTypes are specified in a request, the
+ # system may automatically choose what detectors to run. By default this may
+ # be all types, but may change over time as detectors are updated.
+ #
+ # If you need precise control and predictability as to what detectors are
+ # run you should specify specific InfoTypes listed in the reference,
+ # otherwise a default list will be used, which may change over time.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "minLikelihood": "A String", # Only returns findings equal or above this threshold. The default is
+ # POSSIBLE.
+ # See https://cloud.google.com/dlp/docs/likelihood to learn more.
+ "excludeInfoTypes": True or False, # When true, excludes type information of the findings.
+ "customInfoTypes": [ # CustomInfoTypes provided by the user. See
+ # https://cloud.google.com/dlp/docs/creating-custom-infotypes to learn more.
+ { # Custom information type provided by the user. Used to find domain-specific
+ # sensitive information configurable to the data in question.
+ "likelihood": "A String", # Likelihood to return for this CustomInfoType. This base value can be
+ # altered by a detection rule if the finding meets the criteria specified by
+ # the rule. Defaults to `VERY_LIKELY` if not specified.
+ "infoType": { # Type of information detected by the API. # CustomInfoType can either be a new infoType, or an extension of built-in
+ # infoType, when the name matches one of existing infoTypes and that infoType
+ # is specified in `InspectContent.info_types` field. Specifying the latter
+ # adds findings to the one detected by the system. If built-in info type is
+ # not specified in `InspectContent.info_types` list then the name is treated
+ # as a custom info type.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression based CustomInfoType.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "detectionRules": [ # Set of detection rules to apply to all findings of this CustomInfoType.
+ # Rules are applied in order that they are specified. Not supported for the
+ # `surrogate_type` CustomInfoType.
+ { # Deprecated; use `InspectionRuleSet` instead. Rule for modifying a
+ # `CustomInfoType` to alter behavior under certain circumstances, depending
+ # on the specific details of the rule. Not supported for the `surrogate_type`
+ # custom infoType.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ },
+ ],
+ "exclusionType": "A String", # If set to EXCLUSION_TYPE_EXCLUDE this infoType will not cause a finding
+ # to be returned. It still can be used for rules matching.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # A list of phrases to detect as a CustomInfoType.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "storedType": { # A reference to a StoredInfoType to use with scanning. # Load an existing `StoredInfoType` resource for use in
+ # `InspectDataSource`. Not currently supported in `InspectContent`.
+ "name": "A String", # Resource name of the requested `StoredInfoType`, for example
+ # `organizations/433245324/storedInfoTypes/432452342` or
+ # `projects/project-id/storedInfoTypes/432452342`.
+ "createTime": "A String", # Timestamp indicating when the version of the `StoredInfoType` used for
+ # inspection was created. Output-only field, populated by the system.
+ },
+ "surrogateType": { # Message for detecting output from deidentification transformations # Message for detecting output from deidentification transformations that
+ # support reversing.
+ # such as
+ # [`CryptoReplaceFfxFpeConfig`](/dlp/docs/reference/rest/v2/organizations.deidentifyTemplates#cryptoreplaceffxfpeconfig).
+ # These types of transformations are
+ # those that perform pseudonymization, thereby producing a "surrogate" as
+ # output. This should be used in conjunction with a field on the
+ # transformation such as `surrogate_info_type`. This CustomInfoType does
+ # not support the use of `detection_rules`.
+ },
+ },
+ ],
+ },
+ "locationId": "A String", # The geographic location to process content inspection. Reserved for future
+ # extensions.
+ # When inspecting images location is restricted to 'global', 'us', 'asia',
+ # and 'europe'.
+ }
+
+ x__xgafv: string, V1 error format.
+ Allowed values
+ 1 - v1 error format
+ 2 - v2 error format
+
+Returns:
+ An object of the form:
+
+ { # Results of inspecting an item.
+ "result": { # All the findings for a single scanned item. # The findings.
+ "findings": [ # List of findings for an item.
+ { # Represents a piece of potentially sensitive content.
+ "resourceName": "A String", # The job that stored the finding.
+ "triggerName": "A String", # Job trigger name, if applicable, for this finding.
+ "jobCreateTime": "A String", # Time the job started that produced this finding.
+ "quoteInfo": { # Message for infoType-dependent details parsed from quote. # Contains data parsed from quotes. Only populated if include_quote was set
+ # to true and a supported infoType was requested. Currently supported
+ # infoTypes: DATE, DATE_OF_BIRTH and TIME.
+ "dateTime": { # Message for a date time object. # The date time indicated by the quote.
+ # e.g. 2018-01-01, 5th August.
+ "date": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # One or more of the following must be set.
+ # Must be a valid date or time value.
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "timeZone": { # Time zone of the date time object. # Time zone
+ "offsetMinutes": 42, # Set only if the offset can be determined. Positive for time ahead of UTC.
+ # E.g. For "UTC-9", this value is -540.
+ },
+ "dayOfWeek": "A String", # Day of week
+ "time": { # Represents a time of day. The date and time zone are either not significant # Time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "labels": { # The labels associated with this `Finding`.
+ #
+ # Label keys must be between 1 and 63 characters long and must conform
+ # to the following regular expression: `[a-z]([-a-z0-9]*[a-z0-9])?`.
+ #
+ # Label values must be between 0 and 63 characters long and must conform
+ # to the regular expression `([a-z]([-a-z0-9]*[a-z0-9])?)?`.
+ #
+ # No more than 10 labels can be associated with a given finding.
+ #
+ # Examples:
+ # * `"environment" : "production"`
+ # * `"pipeline" : "etl"`
+ "a_key": "A String",
+ },
+ "infoType": { # Type of information detected by the API. # The type of content that might have been found.
+ # Provided if `excluded_types` is false.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "likelihood": "A String", # Confidence of how likely it is that the `info_type` is correct.
+ "name": "A String", # Resource name in format
+ # projects/{project}/locations/{location}/findings/{finding} Populated only
+ # when viewing persisted findings.
+ "location": { # Specifies the location of the finding. # Where the content was found.
+ "codepointRange": { # Generic half-open interval [start, end) # Unicode character offsets delimiting the finding.
+ # These are relative to the finding's containing element.
+ # Provided when the content is text.
+ "start": "A String", # Index of the first character of the range (inclusive).
+ "end": "A String", # Index of the last character of the range (exclusive).
+ },
+ "byteRange": { # Generic half-open interval [start, end) # Zero-based byte offsets delimiting the finding.
+ # These are relative to the finding's containing element.
+ # Note that when the content is not textual, this references
+ # the UTF-8 encoded textual representation of the content.
+ # Omitted if content is an image.
+ "start": "A String", # Index of the first character of the range (inclusive).
+ "end": "A String", # Index of the last character of the range (exclusive).
+ },
+ "container": { # Represents a container that may contain DLP findings. # Information about the container where this finding occurred, if available.
+ # Examples of a container include a file, table, or database record.
+ "fullPath": "A String", # A string representation of the full container name.
+ # Examples:
+ # - BigQuery: 'Project:DataSetId.TableId'
+ # - Google Cloud Storage: 'gs://Bucket/folders/filename.txt'
+ "type": "A String", # Container type, for example BigQuery or Google Cloud Storage.
+ "updateTime": "A String", # Findings container modification timestamp, if applicable.
+ # For Google Cloud Storage contains last file modification timestamp.
+ # For BigQuery table contains last_modified_time property.
+ # For Datastore - not populated.
+ "rootPath": "A String", # The root of the container.
+ # Examples:
+ # - For BigQuery table `project_id:dataset_id.table_id`, the root is
+ # `dataset_id`
+ # - For Google Cloud Storage file `gs://bucket/folder/filename.txt`, the root
+ # is `gs://bucket`
+ "projectId": "A String", # Project where the finding was found.
+ # Can be different from the project that owns the finding.
+ "relativePath": "A String", # The rest of the path after the root.
+ # Examples:
+ # - For BigQuery table `project_id:dataset_id.table_id`, the relative path is
+ # `table_id`
+ # - Google Cloud Storage file `gs://bucket/folder/filename.txt`, the relative
+ # path is `folder/filename.txt`
+ "version": "A String", # Findings container version, if available
+ # ("generation" for Google Cloud Storage).
+ },
+ "contentLocations": [ # List of nested objects pointing to the precise location of the finding
+ # within the file or record.
+ { # Precise location of the finding within a document, record, image, or metadata
+ # container.
+ "containerName": "A String", # Name of the container where the finding is located.
+ # The top level name is the source file name or table name. Names of some
+ # common storage containers are formatted as follows:
+ #
+ # * BigQuery tables: `{project_id}:{dataset_id}.{table_id}`
+ # * Cloud Storage files: `gs://{bucket}/{path}`
+ # * Datastore namespace: {namespace}
+ #
+ # Nested names could be absent if the embedded object has no string
+ # identifier (for an example an image contained within a document).
+ "documentLocation": { # Location of a finding within a document. # Location data for document files.
+ "fileOffset": "A String", # Offset of the line, from the beginning of the file, where the finding
+ # is located.
+ },
+ "recordLocation": { # Location of a finding within a row or record. # Location within a row or record of a database table.
+ "fieldId": { # General identifier of a data field in a storage service. # Field id of the field containing the finding.
+ "name": "A String", # Name describing the field.
+ },
+ "tableLocation": { # Location of a finding within a table. # Location within a `ContentItem.Table`.
+ "rowIndex": "A String", # The zero-based index of the row where the finding is located. Only
+ # populated for resources that have a natural ordering, not BigQuery. In
+ # BigQuery, to identify the row a finding came from, populate
+ # BigQueryOptions.identifying_fields with your primary key column names and
+ # when you store the findings the value of those columns will be stored
+ # inside of Finding.
+ },
+ "recordKey": { # Message for a unique key indicating a record that contains a finding. # Key of the finding.
+ "idValues": [ # Values of identifying columns in the given row. Order of values matches
+ # the order of `identifying_fields` specified in the scanning request.
+ "A String",
+ ],
+ "datastoreKey": { # Record key for a finding in Cloud Datastore.
+ "entityKey": { # A unique identifier for a Datastore entity. # Datastore entity key.
+ # If a key's partition ID or any of its path kinds or names are
+ # reserved/read-only, the key is reserved/read-only.
+ # A reserved/read-only key is forbidden in certain documented contexts.
+ "path": [ # The entity path.
+ # An entity path consists of one or more elements composed of a kind and a
+ # string or numerical identifier, which identify entities. The first
+ # element identifies a _root entity_, the second element identifies
+ # a _child_ of the root entity, the third element identifies a child of the
+ # second entity, and so forth. The entities identified by all prefixes of
+ # the path are called the element's _ancestors_.
+ #
+ # A path can never be empty, and a path can have at most 100 elements.
+ { # A (kind, ID/name) pair used to construct a key path.
+ #
+ # If either name or ID is set, the element is complete.
+ # If neither is set, the element is incomplete.
+ "kind": "A String", # The kind of the entity.
+ # A kind matching regex `__.*__` is reserved/read-only.
+ # A kind must not contain more than 1500 bytes when UTF-8 encoded.
+ # Cannot be `""`.
+ "id": "A String", # The auto-allocated ID of the entity.
+ # Never equal to zero. Values less than zero are discouraged and may not
+ # be supported in the future.
+ "name": "A String", # The name of the entity.
+ # A name matching regex `__.*__` is reserved/read-only.
+ # A name must not be more than 1500 bytes when UTF-8 encoded.
+ # Cannot be `""`.
+ },
+ ],
+ "partitionId": { # Datastore partition ID. # Entities are partitioned into subsets, currently identified by a project
+ # ID and namespace ID.
+ # Queries are scoped to a single partition.
+ # A partition ID identifies a grouping of entities. The grouping is always
+ # by project and namespace, however the namespace ID may be empty.
+ #
+ # A partition ID contains several dimensions:
+ # project ID and namespace ID.
+ "namespaceId": "A String", # If not empty, the ID of the namespace to which the entities belong.
+ "projectId": "A String", # The ID of the project to which the entities belong.
+ },
+ },
+ },
+ "bigQueryKey": { # Row key for identifying a record in BigQuery table.
+ "tableReference": { # Message defining the location of a BigQuery table. A table is uniquely # Complete BigQuery table reference.
+ # identified by its project_id, dataset_id, and table_name. Within a query
+ # a table is often referenced with a string in the format of:
+ # `<project_id>:<dataset_id>.<table_id>` or
+ # `<project_id>.<dataset_id>.<table_id>`.
+ "projectId": "A String", # The Google Cloud Platform project ID of the project containing the table.
+ # If omitted, project ID is inferred from the API call.
+ "datasetId": "A String", # Dataset ID of the table.
+ "tableId": "A String", # Name of the table.
+ },
+ "rowNumber": "A String", # Row number inferred at the time the table was scanned. This value is
+ # nondeterministic, cannot be queried, and may be null for inspection
+ # jobs. To locate findings within a table, specify
+ # `inspect_job.storage_config.big_query_options.identifying_fields` in
+ # `CreateDlpJobRequest`.
+ },
+ },
+ },
+ "containerTimestamp": "A String", # Findings container modification timestamp, if applicable.
+ # For Google Cloud Storage contains last file modification timestamp.
+ # For BigQuery table contains last_modified_time property.
+ # For Datastore - not populated.
+ "metadataLocation": { # Metadata Location # Location within the metadata for inspected content.
+ "storageLabel": { # Storage metadata label to indicate which metadata entry contains findings. # Storage metadata.
+ "key": "A String",
+ },
+ "type": "A String", # Type of metadata containing the finding.
+ },
+ "imageLocation": { # Location of the finding within an image. # Location within an image's pixels.
+ "boundingBoxes": [ # Bounding boxes locating the pixels within the image containing the finding.
+ { # Bounding box encompassing detected text within an image.
+ "top": 42, # Top coordinate of the bounding box. (0,0) is upper left.
+ "width": 42, # Width of the bounding box in pixels.
+ "height": 42, # Height of the bounding box in pixels.
+ "left": 42, # Left coordinate of the bounding box. (0,0) is upper left.
+ },
+ ],
+ },
+ "containerVersion": "A String", # Findings container version, if available
+ # ("generation" for Google Cloud Storage).
+ },
+ ],
+ },
+ "quote": "A String", # The content that was found. Even if the content is not textual, it
+ # may be converted to a textual representation here.
+ # Provided if `include_quote` is true and the finding is
+ # less than or equal to 4096 bytes long. If the finding exceeds 4096 bytes
+ # in length, the quote may be omitted.
+ "createTime": "A String", # Timestamp when finding was detected.
+ "jobName": "A String", # The job that stored the finding.
+ },
+ ],
+ "findingsTruncated": True or False, # If true, then this item might have more findings than were returned,
+ # and the findings returned are an arbitrary subset of all findings.
+ # The findings list might be truncated because the input items were too
+ # large, or because the server reached the maximum amount of resources
+ # allowed for a single API call. For best results, divide the input into
+ # smaller batches.
+ },
+ }</pre>
+</div>
+
+<div class="method">
+ <code class="details" id="reidentify">reidentify(parent, locationId, body=None, x__xgafv=None)</code>
+ <pre>Re-identifies content that has been de-identified.
+See
+https://cloud.google.com/dlp/docs/pseudonymization#re-identification_in_free_text_code_example
+to learn more.
+
+Args:
+ parent: string, Required. The parent resource name. (required)
+ locationId: string, The geographic location to process content reidentification. Reserved for
+future extensions. (required)
+ body: object, The request body.
+ The object takes the form of:
+
+{ # Request to re-identify an item.
+ "item": { # Container structure for the content to inspect. # The item to re-identify. Will be treated as text.
+ "byteItem": { # Container for bytes to inspect or redact. # Content data to inspect or redact. Replaces `type` and `data`.
+ "type": "A String", # The type of data stored in the bytes string. Default will be TEXT_UTF8.
+ "data": "A String", # Content data to inspect or redact.
+ },
+ "value": "A String", # String data to inspect or redact.
+ "table": { # Structured content to inspect. Up to 50,000 `Value`s per request allowed. # Structured content for inspection. See
+ # https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ # See https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ "rows": [ # Rows of the table.
+ { # Values of the row.
+ "values": [ # Individual cells.
+ { # Set of primitive values supported by the system.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ ],
+ },
+ ],
+ "headers": [ # Headers of the table.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ },
+ },
+ "inspectTemplateName": "A String", # Template to use. Any configuration directly specified in
+ # `inspect_config` will override those set in the template. Singular fields
+ # that are set in this request will replace their corresponding fields in the
+ # template. Repeated fields are appended. Singular sub-messages and groups
+ # are recursively merged.
+ "inspectConfig": { # Configuration description of the scanning process. # Configuration for the inspector.
+ # When used with redactContent only info_types and min_likelihood are currently
+ # used.
+ "includeQuote": True or False, # When true, a contextual quote from the data that triggered a finding is
+ # included in the response; see Finding.quote.
+ "ruleSet": [ # Set of rules to apply to the findings for this InspectConfig.
+ # Exclusion rules, contained in the set are executed in the end, other
+ # rules are executed in the order they are specified for each info type.
+ { # Rule set for modifying a set of infoTypes to alter behavior under certain
+ # circumstances, depending on the specific details of the rules within the set.
+ "infoTypes": [ # List of infoTypes this rule set is applied to.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "rules": [ # Set of rules to be applied to infoTypes. The rules are applied in order.
+ { # A single inspection rule to be applied to infoTypes, specified in
+ # `InspectionRuleSet`.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ "exclusionRule": { # The rule that specifies conditions when findings of infoTypes specified in # Exclusion rule.
+ # `InspectionRuleSet` are removed from results.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # Dictionary which defines the rule.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression which defines the rule.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "excludeInfoTypes": { # List of exclude infoTypes. # Set of infoTypes for which findings would affect this rule.
+ "infoTypes": [ # InfoType list in ExclusionRule rule drops a finding when it overlaps or
+ # contained within with a finding of an infoType from this list. For
+ # example, for `InspectionRuleSet.info_types` containing "PHONE_NUMBER"` and
+ # `exclusion_rule` containing `exclude_info_types.info_types` with
+ # "EMAIL_ADDRESS" the phone number findings are dropped if they overlap
+ # with EMAIL_ADDRESS finding.
+ # That leads to "555-222-2222@example.org" to generate only a single
+ # finding, namely email address.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ },
+ "matchingType": "A String", # How the rule is applied, see MatchingType documentation for details.
+ },
+ },
+ ],
+ },
+ ],
+ "limits": { # Configuration to control the number of findings returned. # Configuration to control the number of findings returned.
+ "maxFindingsPerItem": 42, # Max number of findings that will be returned for each item scanned.
+ # When set within `InspectJobConfig`,
+ # the maximum returned is 2000 regardless if this is set higher.
+ # When set within `InspectContentRequest`, this field is ignored.
+ "maxFindingsPerInfoType": [ # Configuration of findings limit given for specified infoTypes.
+ { # Max findings configuration per infoType, per content item or long
+ # running DlpJob.
+ "maxFindings": 42, # Max findings limit for the given infoType.
+ "infoType": { # Type of information detected by the API. # Type of information the findings limit applies to. Only one limit per
+ # info_type should be provided. If InfoTypeLimit does not have an
+ # info_type, the DLP API applies the limit against all info_types that
+ # are found but not specified in another InfoTypeLimit.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ },
+ ],
+ "maxFindingsPerRequest": 42, # Max number of findings that will be returned per request/job.
+ # When set within `InspectContentRequest`, the maximum returned is 2000
+ # regardless if this is set higher.
+ },
+ "contentOptions": [ # List of options defining data content to scan.
+ # If empty, text, images, and other content will be included.
+ "A String",
+ ],
+ "infoTypes": [ # Restricts what info_types to look for. The values must correspond to
+ # InfoType values returned by ListInfoTypes or listed at
+ # https://cloud.google.com/dlp/docs/infotypes-reference.
+ #
+ # When no InfoTypes or CustomInfoTypes are specified in a request, the
+ # system may automatically choose what detectors to run. By default this may
+ # be all types, but may change over time as detectors are updated.
+ #
+ # If you need precise control and predictability as to what detectors are
+ # run you should specify specific InfoTypes listed in the reference,
+ # otherwise a default list will be used, which may change over time.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "minLikelihood": "A String", # Only returns findings equal or above this threshold. The default is
+ # POSSIBLE.
+ # See https://cloud.google.com/dlp/docs/likelihood to learn more.
+ "excludeInfoTypes": True or False, # When true, excludes type information of the findings.
+ "customInfoTypes": [ # CustomInfoTypes provided by the user. See
+ # https://cloud.google.com/dlp/docs/creating-custom-infotypes to learn more.
+ { # Custom information type provided by the user. Used to find domain-specific
+ # sensitive information configurable to the data in question.
+ "likelihood": "A String", # Likelihood to return for this CustomInfoType. This base value can be
+ # altered by a detection rule if the finding meets the criteria specified by
+ # the rule. Defaults to `VERY_LIKELY` if not specified.
+ "infoType": { # Type of information detected by the API. # CustomInfoType can either be a new infoType, or an extension of built-in
+ # infoType, when the name matches one of existing infoTypes and that infoType
+ # is specified in `InspectContent.info_types` field. Specifying the latter
+ # adds findings to the one detected by the system. If built-in info type is
+ # not specified in `InspectContent.info_types` list then the name is treated
+ # as a custom info type.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "regex": { # Message defining a custom regular expression. # Regular expression based CustomInfoType.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "detectionRules": [ # Set of detection rules to apply to all findings of this CustomInfoType.
+ # Rules are applied in order that they are specified. Not supported for the
+ # `surrogate_type` CustomInfoType.
+ { # Deprecated; use `InspectionRuleSet` instead. Rule for modifying a
+ # `CustomInfoType` to alter behavior under certain circumstances, depending
+ # on the specific details of the rule. Not supported for the `surrogate_type`
+ # custom infoType.
+ "hotwordRule": { # The rule that adjusts the likelihood of findings within a certain # Hotword-based detection rule.
+ # proximity of hotwords.
+ "likelihoodAdjustment": { # Message for specifying an adjustment to the likelihood of a finding as # Likelihood adjustment to apply to all matching findings.
+ # part of a detection rule.
+ "relativeLikelihood": 42, # Increase or decrease the likelihood by the specified number of
+ # levels. For example, if a finding would be `POSSIBLE` without the
+ # detection rule and `relative_likelihood` is 1, then it is upgraded to
+ # `LIKELY`, while a value of -1 would downgrade it to `UNLIKELY`.
+ # Likelihood may never drop below `VERY_UNLIKELY` or exceed
+ # `VERY_LIKELY`, so applying an adjustment of 1 followed by an
+ # adjustment of -1 when base likelihood is `VERY_LIKELY` will result in
+ # a final likelihood of `LIKELY`.
+ "fixedLikelihood": "A String", # Set the likelihood of a finding to a fixed value.
+ },
+ "hotwordRegex": { # Message defining a custom regular expression. # Regular expression pattern defining what qualifies as a hotword.
+ "groupIndexes": [ # The index of the submatch to extract as findings. When not
+ # specified, the entire match is returned. No more than 3 may be included.
+ 42,
+ ],
+ "pattern": "A String", # Pattern defining the regular expression. Its syntax
+ # (https://github.com/google/re2/wiki/Syntax) can be found under the
+ # google/re2 repository on GitHub.
+ },
+ "proximity": { # Message for specifying a window around a finding to apply a detection # Proximity of the finding within which the entire hotword must reside.
+ # The total length of the window cannot exceed 1000 characters. Note that
+ # the finding itself will be included in the window, so that hotwords may
+ # be used to match substrings of the finding itself. For example, the
+ # certainty of a phone number regex "\(\d{3}\) \d{3}-\d{4}" could be
+ # adjusted upwards if the area code is known to be the local area code of
+ # a company office using the hotword regex "\(xxx\)", where "xxx"
+ # is the area code in question.
+ # rule.
+ "windowBefore": 42, # Number of characters before the finding to consider.
+ "windowAfter": 42, # Number of characters after the finding to consider.
+ },
+ },
+ },
+ ],
+ "exclusionType": "A String", # If set to EXCLUSION_TYPE_EXCLUDE this infoType will not cause a finding
+ # to be returned. It still can be used for rules matching.
+ "dictionary": { # Custom information type based on a dictionary of words or phrases. This can # A list of phrases to detect as a CustomInfoType.
+ # be used to match sensitive information specific to the data, such as a list
+ # of employee IDs or job titles.
+ #
+ # Dictionary words are case-insensitive and all characters other than letters
+ # and digits in the unicode [Basic Multilingual
+ # Plane](https://en.wikipedia.org/wiki/Plane_%28Unicode%29#Basic_Multilingual_Plane)
+ # will be replaced with whitespace when scanning for matches, so the
+ # dictionary phrase "Sam Johnson" will match all three phrases "sam johnson",
+ # "Sam, Johnson", and "Sam (Johnson)". Additionally, the characters
+ # surrounding any match must be of a different type than the adjacent
+ # characters within the word, so letters must be next to non-letters and
+ # digits next to non-digits. For example, the dictionary word "jen" will
+ # match the first three letters of the text "jen123" but will return no
+ # matches for "jennifer".
+ #
+ # Dictionary words containing a large number of characters that are not
+ # letters or digits may result in unexpected findings because such characters
+ # are treated as whitespace. The
+ # [limits](https://cloud.google.com/dlp/limits) page contains details about
+ # the size limits of dictionaries. For dictionaries that do not fit within
+ # these constraints, consider using `LargeCustomDictionaryConfig` in the
+ # `StoredInfoType` API.
+ "wordList": { # Message defining a list of words or phrases to search for in the data. # List of words or phrases to search for.
+ "words": [ # Words or phrases defining the dictionary. The dictionary must contain
+ # at least one phrase and every phrase must contain at least 2 characters
+ # that are letters or digits. [required]
+ "A String",
+ ],
+ },
+ "cloudStoragePath": { # Message representing a single file or path in Cloud Storage. # Newline-delimited file of words in Cloud Storage. Only a single file
+ # is accepted.
+ "path": "A String", # A url representing a file or path (no wildcards) in Cloud Storage.
+ # Example: gs://[BUCKET_NAME]/dictionary.txt
+ },
+ },
+ "storedType": { # A reference to a StoredInfoType to use with scanning. # Load an existing `StoredInfoType` resource for use in
+ # `InspectDataSource`. Not currently supported in `InspectContent`.
+ "name": "A String", # Resource name of the requested `StoredInfoType`, for example
+ # `organizations/433245324/storedInfoTypes/432452342` or
+ # `projects/project-id/storedInfoTypes/432452342`.
+ "createTime": "A String", # Timestamp indicating when the version of the `StoredInfoType` used for
+ # inspection was created. Output-only field, populated by the system.
+ },
+ "surrogateType": { # Message for detecting output from deidentification transformations # Message for detecting output from deidentification transformations that
+ # support reversing.
+ # such as
+ # [`CryptoReplaceFfxFpeConfig`](/dlp/docs/reference/rest/v2/organizations.deidentifyTemplates#cryptoreplaceffxfpeconfig).
+ # These types of transformations are
+ # those that perform pseudonymization, thereby producing a "surrogate" as
+ # output. This should be used in conjunction with a field on the
+ # transformation such as `surrogate_info_type`. This CustomInfoType does
+ # not support the use of `detection_rules`.
+ },
+ },
+ ],
+ },
+ "locationId": "A String", # The geographic location to process content reidentification. Reserved for
+ # future extensions.
+ "reidentifyTemplateName": "A String", # Template to use. References an instance of `DeidentifyTemplate`.
+ # Any configuration directly specified in `reidentify_config` or
+ # `inspect_config` will override those set in the template. Singular fields
+ # that are set in this request will replace their corresponding fields in the
+ # template. Repeated fields are appended. Singular sub-messages and groups
+ # are recursively merged.
+ "reidentifyConfig": { # The configuration that controls how the data will change. # Configuration for the re-identification of the content item.
+ # This field shares the same proto message type that is used for
+ # de-identification, however its usage here is for the reversal of the
+ # previous de-identification. Re-identification is performed by examining
+ # the transformations used to de-identify the items and executing the
+ # reverse. This requires that only reversible transformations
+ # be provided here. The reversible transformations are:
+ #
+ # - `CryptoDeterministicConfig`
+ # - `CryptoReplaceFfxFpeConfig`
+ "transformationErrorHandling": { # How to handle transformation errors during de-identification. A # Mode for handling transformation errors. If left unspecified, the default
+ # mode is `TransformationErrorHandling.ThrowError`.
+ # transformation error occurs when the requested transformation is incompatible
+ # with the data. For example, trying to de-identify an IP address using a
+ # `DateShift` transformation would result in a transformation error, since date
+ # info cannot be extracted from an IP address.
+ # Information about any incompatible transformations, and how they were
+ # handled, is returned in the response as part of the
+ # `TransformationOverviews`.
+ "throwError": { # Throw an error and fail the request when a transformation error occurs. # Throw an error
+ },
+ "leaveUntransformed": { # Skips the data without modifying it if the requested transformation would # Ignore errors
+ # cause an error. For example, if a `DateShift` transformation were applied
+ # an an IP address, this mode would leave the IP address unchanged in the
+ # response.
+ },
+ },
+ "recordTransformations": { # A type of transformation that is applied over structured data such as a # Treat the dataset as structured. Transformations can be applied to
+ # specific locations within structured datasets, such as transforming
+ # a column within a table.
+ # table.
+ "recordSuppressions": [ # Configuration defining which records get suppressed entirely. Records that
+ # match any suppression rule are omitted from the output.
+ { # Configuration to suppress records whose suppression conditions evaluate to
+ # true.
+ "condition": { # A condition for determining whether a transformation should be applied to # A condition that when it evaluates to true will result in the record being
+ # evaluated to be suppressed from the transformed content.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ "fieldTransformations": [ # Transform the record by applying various field transformations.
+ { # The transformation to apply to the field.
+ "fields": [ # Required. Input field(s) to apply the transformation to.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the contents of the field as free text, and selectively
+ # transform content that matches an `InfoType`.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ "primitiveTransformation": { # A rule for transforming a value. # Apply the transformation to the entire field.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "condition": { # A condition for determining whether a transformation should be applied to # Only apply the transformation if the condition evaluates to true for the
+ # given `RecordCondition`. The conditions are allowed to reference fields
+ # that are not used in the actual transformation.
+ #
+ # Example Use Cases:
+ #
+ # - Apply a different bucket transformation to an age column if the zip code
+ # column for the same record is within a specific range.
+ # - Redact a field if the date of birth field is greater than 85.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ },
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the dataset as free-form text and apply the same free text
+ # transformation everywhere.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ },
+ }
+
+ x__xgafv: string, V1 error format.
+ Allowed values
+ 1 - v1 error format
+ 2 - v2 error format
+
+Returns:
+ An object of the form:
+
+ { # Results of re-identifying a item.
+ "overview": { # Overview of the modifications that occurred. # An overview of the changes that were made to the `item`.
+ "transformationSummaries": [ # Transformations applied to the dataset.
+ { # Summary of a single transformation.
+ # Only one of 'transformation', 'field_transformation', or 'record_suppress'
+ # will be set.
+ "fieldTransformations": [ # The field transformation that was applied.
+ # If multiple field transformations are requested for a single field,
+ # this list will contain all of them; otherwise, only one is supplied.
+ { # The transformation to apply to the field.
+ "fields": [ # Required. Input field(s) to apply the transformation to.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ "infoTypeTransformations": { # A type of transformation that will scan unstructured text and # Treat the contents of the field as free text, and selectively
+ # transform content that matches an `InfoType`.
+ # apply various `PrimitiveTransformation`s to each finding, where the
+ # transformation is applied to only values that were identified as a specific
+ # info_type.
+ "transformations": [ # Required. Transformation for each infoType. Cannot specify more than one
+ # for a given infoType.
+ { # A transformation to apply to text that is identified as a specific
+ # info_type.
+ "infoTypes": [ # InfoTypes to apply the transformation to. An empty list will cause
+ # this transformation to apply to all findings that correspond to
+ # infoTypes that were requested in `InspectConfig`.
+ { # Type of information detected by the API.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ ],
+ "primitiveTransformation": { # A rule for transforming a value. # Required. Primitive transformation to apply to the infoType.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ },
+ ],
+ },
+ "primitiveTransformation": { # A rule for transforming a value. # Apply the transformation to the entire field.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "condition": { # A condition for determining whether a transformation should be applied to # Only apply the transformation if the condition evaluates to true for the
+ # given `RecordCondition`. The conditions are allowed to reference fields
+ # that are not used in the actual transformation.
+ #
+ # Example Use Cases:
+ #
+ # - Apply a different bucket transformation to an age column if the zip code
+ # column for the same record is within a specific range.
+ # - Redact a field if the date of birth field is greater than 85.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ ],
+ "field": { # General identifier of a data field in a storage service. # Set if the transformation was limited to a specific FieldId.
+ "name": "A String", # Name describing the field.
+ },
+ "transformation": { # A rule for transforming a value. # The specific transformation these stats apply to.
+ "timePartConfig": { # For use with `Date`, `Timestamp`, and `TimeOfDay`, extract or preserve a # Time extraction
+ # portion of the value.
+ "partToExtract": "A String", # The part of the time to keep.
+ },
+ "dateShiftConfig": { # Shifts dates by random number of days, with option to be consistent for the # Date Shift
+ # same context. See https://cloud.google.com/dlp/docs/concepts-date-shifting
+ # to learn more.
+ "context": { # General identifier of a data field in a storage service. # Points to the field that contains the context, for example, an entity id.
+ # If set, must also set cryptoKey. If set, shift will be consistent for the
+ # given context.
+ "name": "A String", # Name describing the field.
+ },
+ "upperBoundDays": 42, # Required. Range of shift in days. Actual shift will be selected at random within this
+ # range (inclusive ends). Negative means shift to earlier in time. Must not
+ # be more than 365250 days (1000 years) each direction.
+ #
+ # For example, 3 means shift date to at most 3 days into the future.
+ "lowerBoundDays": 42, # Required. For example, -5 means shift date to at most 5 days back in the past.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Causes the shift to be computed based on this key and the context. This
+ # results in the same shift for the same context and crypto_key. If
+ # set, must also set context. Can only be applied to table items.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "replaceWithInfoTypeConfig": { # Replace each matching finding with the name of the info_type. # Replace with infotype
+ },
+ "cryptoHashConfig": { # Pseudonymization method that generates surrogates via cryptographic hashing. # Crypto
+ # Uses SHA-256.
+ # The key size must be either 32 or 64 bytes.
+ # Outputs a base64 encoded representation of the hashed output
+ # (for example, L7k0BHmF1ha5U3NfGykjro4xWi1MPVQPjhMAZbSV9mM=).
+ # Currently, only string and integer values can be hashed.
+ # See https://cloud.google.com/dlp/docs/pseudonymization to learn more.
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the hash function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoReplaceFfxFpeConfig": { # Replaces an identifier with a surrogate using Format Preserving Encryption # Ffx-Fpe
+ # (FPE) with the FFX mode of operation; however when used in the
+ # `ReidentifyContent` API method, it serves the opposite function by reversing
+ # the surrogate back into the original identifier. The identifier must be
+ # encoded as ASCII. For a given crypto key and context, the same identifier
+ # will be replaced with the same surrogate. Identifiers must be at least two
+ # characters long. In the case that the identifier is the empty string, it will
+ # be skipped. See https://cloud.google.com/dlp/docs/pseudonymization to learn
+ # more.
+ #
+ # Note: We recommend using CryptoDeterministicConfig for all use cases which
+ # do not require preserving the input alphabet space and size, plus warrant
+ # referential integrity.
+ "customAlphabet": "A String", # This is supported by mapping these to the alphanumeric characters
+ # that the FFX mode natively supports. This happens before/after
+ # encryption/decryption.
+ # Each character listed must appear only once.
+ # Number of characters must be in the range [2, 95].
+ # This must be encoded as ASCII.
+ # The order of characters does not matter.
+ "commonAlphabet": "A String", # Common alphabets.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom infoType to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom infoType followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: info_type_name(surrogate_character_count):surrogate
+ #
+ # For example, if the name of custom infoType is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom infoType
+ # [`SurrogateType`](/dlp/docs/reference/rest/v2/InspectConfig#surrogatetype).
+ # This facilitates reversal of the surrogate when it occurs in free text.
+ #
+ # In order for inspection to work properly, the name of this infoType must
+ # not occur naturally anywhere in your data; otherwise, inspection may
+ # find a surrogate that does not correspond to an actual identifier.
+ # Therefore, choose your custom infoType name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # The 'tweak', a context may be used for higher security since the same
+ # identifier in two different contexts won't be given the same surrogate. If
+ # the context is not set, a default tweak will be used.
+ #
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 1. the field is not present when transforming a given value,
+ #
+ # a default tweak will be used.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ # Currently, the referenced field may be of value type integer or string.
+ #
+ # The tweak is constructed as a sequence of bytes in big endian byte order
+ # such that:
+ #
+ # - a 64 bit integer is encoded followed by a single byte of value 1
+ # - a string is encoded in UTF-8 format followed by a single byte of value 2
+ "name": "A String", # Name describing the field.
+ },
+ "radix": 42, # The native way to select the alphabet. Must be in the range [2, 95].
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # Required. The key used by the encryption algorithm.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "cryptoDeterministicConfig": { # Pseudonymization method that generates deterministic encryption for the given # Deterministic Crypto
+ # input. Outputs a base64 encoded representation of the encrypted output.
+ # Uses AES-SIV based on the RFC https://tools.ietf.org/html/rfc5297.
+ "surrogateInfoType": { # Type of information detected by the API. # The custom info type to annotate the surrogate with.
+ # This annotation will be applied to the surrogate by prefixing it with
+ # the name of the custom info type followed by the number of
+ # characters comprising the surrogate. The following scheme defines the
+ # format: {info type name}({surrogate character count}):{surrogate}
+ #
+ # For example, if the name of custom info type is 'MY_TOKEN_INFO_TYPE' and
+ # the surrogate is 'abc', the full replacement value
+ # will be: 'MY_TOKEN_INFO_TYPE(3):abc'
+ #
+ # This annotation identifies the surrogate when inspecting content using the
+ # custom info type 'Surrogate'. This facilitates reversal of the
+ # surrogate when it occurs in free text.
+ #
+ # Note: For record transformations where the entire cell in a table is being
+ # transformed, surrogates are not mandatory. Surrogates are used to denote
+ # the location of the token and are necessary for re-identification in free
+ # form text.
+ #
+ # In order for inspection to work properly, the name of this info type must
+ # not occur naturally anywhere in your data; otherwise, inspection may either
+ #
+ # - reverse a surrogate that does not correspond to an actual identifier
+ # - be unable to parse the surrogate and result in an error
+ #
+ # Therefore, choose your custom info type name carefully after considering
+ # what your data looks like. One way to select a name that has a high chance
+ # of yielding reliable detection is to include one or more unicode characters
+ # that are highly improbable to exist in your data.
+ # For example, assuming your data is entered from a regular ASCII keyboard,
+ # the symbol with the hex code point 29DD might be used like so:
+ # ⧝MY_TOKEN_TYPE.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "context": { # General identifier of a data field in a storage service. # A context may be used for higher security and maintaining
+ # referential integrity such that the same identifier in two different
+ # contexts will be given a distinct surrogate. The context is appended to
+ # plaintext value being encrypted. On decryption the provided context is
+ # validated against the value used during encryption. If a context was
+ # provided during encryption, same context must be provided during decryption
+ # as well.
+ #
+ # If the context is not set, plaintext would be used as is for encryption.
+ # If the context is set but:
+ #
+ # 1. there is no record present when transforming a given value or
+ # 2. the field is not present when transforming a given value,
+ #
+ # plaintext would be used as is for encryption.
+ #
+ # Note that case (1) is expected when an `InfoTypeTransformation` is
+ # applied to both structured and non-structured `ContentItem`s.
+ "name": "A String", # Name describing the field.
+ },
+ "cryptoKey": { # This is a data encryption key (DEK) (as opposed to # The key used by the encryption function.
+ # a key encryption key (KEK) stored by KMS).
+ # When using KMS to wrap/unwrap DEKs, be sure to set an appropriate
+ # IAM policy on the KMS CryptoKey (KEK) to ensure an attacker cannot
+ # unwrap the data crypto key.
+ "kmsWrapped": { # Include to use an existing data crypto key wrapped by KMS. # Kms wrapped key
+ # The wrapped key must be a 128/192/256 bit key.
+ # Authorization requires the following IAM permissions when sending a request
+ # to perform a crypto transformation using a kms-wrapped crypto key:
+ # dlp.kms.encrypt
+ "wrappedKey": "A String", # Required. The wrapped data crypto key.
+ "cryptoKeyName": "A String", # Required. The resource name of the KMS CryptoKey to use for unwrapping.
+ },
+ "unwrapped": { # Using raw keys is prone to security risks due to accidentally # Unwrapped crypto key
+ # leaking the key. Choose another type of key if possible.
+ "key": "A String", # Required. A 128/192/256 bit key.
+ },
+ "transient": { # Use this to have a random data crypto key generated. # Transient crypto key
+ # It will be discarded after the request finishes.
+ "name": "A String", # Required. Name of the key.
+ # This is an arbitrary string used to differentiate different keys.
+ # A unique key is generated per name: two separate `TransientCryptoKey`
+ # protos share the same generated key if their names are the same.
+ # When the data crypto key is generated, this name is not used in any way
+ # (repeating the api call will result in a different key being generated).
+ },
+ },
+ },
+ "redactConfig": { # Redact a given value. For example, if used with an `InfoTypeTransformation` # Redact
+ # transforming PHONE_NUMBER, and input 'My phone number is 206-555-0123', the
+ # output would be 'My phone number is '.
+ },
+ "bucketingConfig": { # Generalization function that buckets values based on ranges. The ranges and # Bucketing
+ # replacement values are dynamically provided by the user for custom behavior,
+ # such as 1-30 -> LOW 31-65 -> MEDIUM 66-100 -> HIGH
+ # This can be used on
+ # data of type: number, long, string, timestamp.
+ # If the bound `Value` type differs from the type of data being transformed, we
+ # will first attempt converting the type of the data to be transformed to match
+ # the type of the bound before comparing.
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "buckets": [ # Set of buckets. Ranges must be non-overlapping.
+ { # Bucket is represented as a range, along with replacement values.
+ "min": { # Set of primitive values supported by the system. # Lower bound of the range, inclusive. Type should be the same as max if
+ # used.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "max": { # Set of primitive values supported by the system. # Upper bound of the range, exclusive; type must match min.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "replacementValue": { # Set of primitive values supported by the system. # Replacement value for this bucket. If not provided
+ # the default behavior will be to hyphenate the min-max range.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ "replaceConfig": { # Replace each input value with a given `Value`. # Replace
+ "newValue": { # Set of primitive values supported by the system. # Value to replace it with.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ "characterMaskConfig": { # Partially mask a string by replacing a given number of characters with a # Mask
+ # fixed character. Masking can start from the beginning or end of the string.
+ # This can be used on data of any type (numbers, longs, and so on) and when
+ # de-identifying structured data we'll attempt to preserve the original data's
+ # type. (This allows you to take a long like 123 and modify it to a string like
+ # **3.
+ "reverseOrder": True or False, # Mask characters in reverse order. For example, if `masking_character` is
+ # `0`, `number_to_mask` is `14`, and `reverse_order` is `false`, then the
+ # input string `1234-5678-9012-3456` is masked as `00000000000000-3456`.
+ # If `masking_character` is `*`, `number_to_mask` is `3`, and `reverse_order`
+ # is `true`, then the string `12345` is masked as `12***`.
+ "charactersToIgnore": [ # When masking a string, items in this list will be skipped when replacing
+ # characters. For example, if the input string is `555-555-5555` and you
+ # instruct Cloud DLP to skip `-` and mask 5 characters with `*`, Cloud DLP
+ # returns `***-**5-5555`.
+ { # Characters to skip when doing deidentification of a value. These will be left
+ # alone and skipped.
+ "charactersToSkip": "A String", # Characters to not transform when masking.
+ "commonCharactersToIgnore": "A String", # Common characters to not transform when masking. Useful to avoid removing
+ # punctuation.
+ },
+ ],
+ "numberToMask": 42, # Number of characters to mask. If not set, all matching chars will be
+ # masked. Skipped characters do not count towards this tally.
+ "maskingCharacter": "A String", # Character to use to mask the sensitive values&mdash;for example, `*` for an
+ # alphabetic string such as a name, or `0` for a numeric string such as ZIP
+ # code or credit card number. This string must have a length of 1. If not
+ # supplied, this value defaults to `*` for strings, and `0` for digits.
+ },
+ "fixedSizeBucketingConfig": { # Buckets values based on fixed size ranges. The # Fixed size bucketing
+ # Bucketing transformation can provide all of this functionality,
+ # but requires more configuration. This message is provided as a convenience to
+ # the user for simple bucketing strategies.
+ #
+ # The transformed value will be a hyphenated string of
+ # {lower_bound}-{upper_bound}, i.e if lower_bound = 10 and upper_bound = 20
+ # all values that are within this bucket will be replaced with "10-20".
+ #
+ # This can be used on data of type: double, long.
+ #
+ # If the bound Value type differs from the type of data
+ # being transformed, we will first attempt converting the type of the data to
+ # be transformed to match the type of the bound before comparing.
+ #
+ # See https://cloud.google.com/dlp/docs/concepts-bucketing to learn more.
+ "lowerBound": { # Set of primitive values supported by the system. # Required. Lower bound value of buckets. All values less than `lower_bound` are
+ # grouped together into a single bucket; for example if `lower_bound` = 10,
+ # then all values less than 10 are replaced with the value "-10".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "upperBound": { # Set of primitive values supported by the system. # Required. Upper bound value of buckets. All values greater than upper_bound are
+ # grouped together into a single bucket; for example if `upper_bound` = 89,
+ # then all values greater than 89 are replaced with the value "89+".
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ "bucketSize": 3.14, # Required. Size of each bucket (except for minimum and maximum buckets). So if
+ # `lower_bound` = 10, `upper_bound` = 89, and `bucket_size` = 10, then the
+ # following buckets would be used: -10, 10-20, 20-30, 30-40, 40-50, 50-60,
+ # 60-70, 70-80, 80-89, 89+. Precision up to 2 decimals works.
+ },
+ },
+ "transformedBytes": "A String", # Total size in bytes that were transformed in some way.
+ "recordSuppress": { # Configuration to suppress records whose suppression conditions evaluate to # The specific suppression option these stats apply to.
+ # true.
+ "condition": { # A condition for determining whether a transformation should be applied to # A condition that when it evaluates to true will result in the record being
+ # evaluated to be suppressed from the transformed content.
+ # a field.
+ "expressions": { # An expression, consisting or an operator and conditions. # An expression.
+ "logicalOperator": "A String", # The operator to apply to the result of conditions. Default and currently
+ # only supported value is `AND`.
+ "conditions": { # A collection of conditions. # Conditions to apply to the expression.
+ "conditions": [ # A collection of conditions.
+ { # The field type of `value` and `field` do not need to match to be
+ # considered equal, but not all comparisons are possible.
+ # EQUAL_TO and NOT_EQUAL_TO attempt to compare even with incompatible types,
+ # but all other comparisons are invalid with incompatible types.
+ # A `value` of type:
+ #
+ # - `string` can be compared against all other types
+ # - `boolean` can only be compared against other booleans
+ # - `integer` can be compared against doubles or a string if the string value
+ # can be parsed as an integer.
+ # - `double` can be compared against integers or a string if the string can
+ # be parsed as a double.
+ # - `Timestamp` can be compared against strings in RFC 3339 date string
+ # format.
+ # - `TimeOfDay` can be compared against timestamps and strings in the format
+ # of 'HH:mm:ss'.
+ #
+ # If we fail to compare do to type mismatch, a warning will be given and
+ # the condition will evaluate to false.
+ "field": { # General identifier of a data field in a storage service. # Required. Field within the record this condition is evaluated against.
+ "name": "A String", # Name describing the field.
+ },
+ "operator": "A String", # Required. Operator used to compare the field or infoType to the value.
+ "value": { # Set of primitive values supported by the system. # Value to compare against. [Mandatory, except for `EXISTS` tests.]
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ },
+ ],
+ },
+ },
+ },
+ },
+ "infoType": { # Type of information detected by the API. # Set if the transformation was limited to a specific InfoType.
+ "name": "A String", # Name of the information type. Either a name of your choosing when
+ # creating a CustomInfoType, or one of the names listed
+ # at https://cloud.google.com/dlp/docs/infotypes-reference when specifying
+ # a built-in type. InfoType names should conform to the pattern
+ # `[a-zA-Z0-9_]{1,64}`.
+ },
+ "results": [ # Collection of all transformations that took place or had an error.
+ { # A collection that informs the user the number of times a particular
+ # `TransformationResultCode` and error details occurred.
+ "code": "A String", # Outcome of the transformation.
+ "count": "A String", # Number of transformations counted by this result.
+ "details": "A String", # A place for warnings or errors to show up if a transformation didn't
+ # work as expected.
+ },
+ ],
+ },
+ ],
+ "transformedBytes": "A String", # Total size in bytes that were transformed in some way.
+ },
+ "item": { # Container structure for the content to inspect. # The re-identified item.
+ "byteItem": { # Container for bytes to inspect or redact. # Content data to inspect or redact. Replaces `type` and `data`.
+ "type": "A String", # The type of data stored in the bytes string. Default will be TEXT_UTF8.
+ "data": "A String", # Content data to inspect or redact.
+ },
+ "value": "A String", # String data to inspect or redact.
+ "table": { # Structured content to inspect. Up to 50,000 `Value`s per request allowed. # Structured content for inspection. See
+ # https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ # See https://cloud.google.com/dlp/docs/inspecting-text#inspecting_a_table to
+ # learn more.
+ "rows": [ # Rows of the table.
+ { # Values of the row.
+ "values": [ # Individual cells.
+ { # Set of primitive values supported by the system.
+ # Note that for the purposes of inspection or transformation, the number
+ # of bytes considered to comprise a 'Value' is based on its representation
+ # as a UTF-8 encoded string. For example, if 'integer_value' is set to
+ # 123456789, the number of bytes would be counted as 9, even though an
+ # int64 only holds up to 8 bytes of data.
+ "booleanValue": True or False, # boolean
+ "floatValue": 3.14, # float
+ "dayOfWeekValue": "A String", # day of week
+ "timestampValue": "A String", # timestamp
+ "dateValue": { # Represents a whole or partial calendar date, e.g. a birthday. The time of day # date
+ # and time zone are either specified elsewhere or are not significant. The date
+ # is relative to the Proleptic Gregorian Calendar. This can represent:
+ #
+ # * A full date, with non-zero year, month and day values
+ # * A month and day value, with a zero year, e.g. an anniversary
+ # * A year on its own, with zero month and day values
+ # * A year and month value, with a zero day, e.g. a credit card expiration date
+ #
+ # Related types are google.type.TimeOfDay and `google.protobuf.Timestamp`.
+ "year": 42, # Year of date. Must be from 1 to 9999, or 0 if specifying a date without
+ # a year.
+ "month": 42, # Month of year. Must be from 1 to 12, or 0 if specifying a year without a
+ # month and day.
+ "day": 42, # Day of month. Must be from 1 to 31 and valid for the year and month, or 0
+ # if specifying a year by itself or a year and month where the day is not
+ # significant.
+ },
+ "stringValue": "A String", # string
+ "integerValue": "A String", # integer
+ "timeValue": { # Represents a time of day. The date and time zone are either not significant # time of day
+ # or are specified elsewhere. An API may choose to allow leap seconds. Related
+ # types are google.type.Date and `google.protobuf.Timestamp`.
+ "seconds": 42, # Seconds of minutes of the time. Must normally be from 0 to 59. An API may
+ # allow the value 60 if it allows leap-seconds.
+ "nanos": 42, # Fractions of seconds in nanoseconds. Must be from 0 to 999,999,999.
+ "hours": 42, # Hours of day in 24 hour format. Should be from 0 to 23. An API may choose
+ # to allow the value "24:00:00" for scenarios like business closing time.
+ "minutes": 42, # Minutes of hour of day. Must be from 0 to 59.
+ },
+ },
+ ],
+ },
+ ],
+ "headers": [ # Headers of the table.
+ { # General identifier of a data field in a storage service.
+ "name": "A String", # Name describing the field.
+ },
+ ],
+ },
+ },
+ }</pre>
+</div>
+
+</body></html>
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