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            "crit": 3,
            "desc": "imports _signing from google.cloud.storage",
            "from": [
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                "file": 9
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          {
            "id": "metadata/import/python/email/mime/multipart/mimemultipart::mimemultipart",
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            "crit": 2,
            "desc": "imports MIMEMultipart from email.mime.multipart",
            "from": [
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                "file": 7
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          {
            "id": "metadata/lang/natural::lang-english--atom-2",
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            "desc": "English function-word token \"and\"",
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            "id": "metadata/import/python/google/cloud/storage/retry/default_retry_if_metageneration_specified::default_retry_if_metageneration_specified",
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            "crit": 3,
            "desc": "imports DEFAULT_RETRY_IF_METAGENERATION_SPECIFIED from google.cloud.storage.retry",
            "from": [
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                "file": 3
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          {
            "id": "metadata/import/python/email/mime/application/mimeapplication::mimeapplication",
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            "crit": 2,
            "desc": "imports MIMEApplication from email.mime.application",
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          {
            "id": "metadata/import/python/google/cloud/storage/_helpers/_convert_to_timestamp::_convert_to_timestamp",
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            "crit": 3,
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          {
            "id": "metadata/import/python/google/cloud/_helpers/_to_bytes::_to_bytes",
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            "desc": "imports _to_bytes from google.cloud._helpers",
            "from": [
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                "file": 8
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          {
            "id": "micro-behaviors/mem/alloc/heap::megabyte-buffer-allocation",
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            "crit": 3,
            "desc": "Source allocates a megabyte-sized buffer",
            "from": [
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          {
            "id": "objectives/command-and-control/dropper/delivery/http::suspicious-cloud-image-object--rx-1",
            "atk": "T1105",
            "mbc": "B0024",
            "conf": 0.86,
            "crit": 3,
            "desc": "Google Cloud Storage domain reference",
            "from": [
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                "file": 3
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          {
            "id": "metadata/import/python/google/cloud/storage/_helpers/_add_etag_match_headers::_add_etag_match_headers",
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            "crit": 3,
            "desc": "imports _add_etag_match_headers from google.cloud.storage._helpers",
            "from": [
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                "file": 8
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          },
          {
            "id": "micro-behaviors/communications/http/server/request::request-network-target-field",
            "conf": 0.9,
            "crit": 3,
            "desc": "HTTP request selects a network target",
            "from": [
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            "id": "metadata/import/python/google/cloud/_helpers/_datetime_to_rfc3339::_datetime_to_rfc3339",
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            "from": [
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                "file": 8
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          {
            "id": "micro-behaviors/data/serialize/envelope::json-type-field",
            "conf": 0.9,
            "crit": 3,
            "desc": "JSON object type field fragment",
            "from": [
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          {
            "id": "metadata/import/python/google::google",
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            "crit": 2,
            "desc": "imports google",
            "from": [
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          {
            "id": "micro-behaviors/communications/url/reference::python-comment-url-reference",
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            "crit": 3,
            "desc": "Python comment contains a URL",
            "from": [
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            "id": "metadata/import/python/google/cloud/storage/__version__::__version__",
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            "crit": 3,
            "desc": "imports __version__ from google.cloud.storage",
            "from": [
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          {
            "id": "well-known/lib/cloud/api-codegen::dense-epydoc-type-annotations",
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            "desc": "Dense Sphinx/epydoc :type: field annotations",
            "from": [
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          {
            "id": "micro-behaviors/process/interpreter/python::dunder-import-string-call",
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            "crit": 3,
            "desc": "Python imports named module dynamically",
            "from": [
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                "file": 1
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            "from": [
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          {
            "id": "micro-behaviors/communications/http/post::post",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.7,
            "crit": 3,
            "desc": "HTTP POST method string literal",
            "from": [
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          {
            "id": "metadata/import/python/cgi::cgi",
            "conf": 0.95,
            "crit": 2,
            "desc": "imports cgi",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/_http::google/cloud/storage/_http",
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            "crit": 3,
            "desc": "imports google.cloud.storage._http",
            "from": [
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                "file": 7
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            ]
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          {
            "id": "micro-behaviors/os/env/secret-name::python-env-get-call",
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            "crit": 3,
            "desc": "Python reads an environment variable",
            "from": [
              {
                "file": 3
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          {
            "id": "micro-behaviors/data/serialize/json::json-dumps-call",
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            "crit": 2,
            "desc": "Serializes data with Python json.dumps()",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/exceptions::exceptions",
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            "id": "metadata/import/python/google/cloud/storage/_signing/ensure_signed_credentials::ensure_signed_credentials",
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            "desc": "imports ensure_signed_credentials from google.cloud.storage._signing",
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          {
            "id": "metadata/import/python/google/cloud/storage/retry/default_retry::default_retry",
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            "desc": "imports DEFAULT_RETRY from google.cloud.storage.retry",
            "from": [
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            "id": "objectives/anti-static/obfuscation/code-metrics/identifiers::identifier-obfuscation-cond-0--inline-23810",
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            "conf": 0.9,
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            "desc": "Average identifier length \u003e= 22 chars",
            "from": [
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          {
            "id": "metadata/import/python/requests::requests",
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            "desc": "imports requests",
            "from": [
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          {
            "id": "micro-behaviors/os/api-resolution/dynamic::python-types-moduletype-create",
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          {
            "id": "metadata/import/python/google/cloud/storage/version::google/cloud/storage/version",
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            "crit": 3,
            "desc": "imports google.cloud.storage.version",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/_helpers/_localstack::_localstack",
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            "crit": 3,
            "desc": "imports _LocalStack from google.cloud._helpers",
            "from": [
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                "file": 10
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/services/google::google-api-host-reference",
            "mbc": "C0002",
            "conf": 0.95,
            "crit": 3,
            "desc": "References a Google API host",
            "from": [
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                "file": 3
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          {
            "id": "micro-behaviors/communications/http/request/body::client-payload-argument",
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            "crit": 3,
            "desc": "HTTP client call supplies a payload argument",
            "from": [
              {
                "file": 10
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            ]
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          {
            "id": "metadata/import/python/google/cloud/client/clientwithproject::clientwithproject",
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            "desc": "imports ClientWithProject from google.cloud.client",
            "from": [
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            "id": "metadata/import/python/google/cloud/storage/blob/_get_encryption_headers::_get_encryption_headers",
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            "crit": 3,
            "desc": "imports _get_encryption_headers from google.cloud.storage.blob",
            "from": [
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                "file": 10
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          {
            "id": "micro-behaviors/data/manipulation::string-replace-result-assignment",
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            "desc": "Assigns a string replace result",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/notification/bucketnotification::bucketnotification",
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            "crit": 3,
            "desc": "imports BucketNotification from google.cloud.storage.notification",
            "from": [
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                "file": 9
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            ]
          },
          {
            "id": "metadata/import/python/google/api_core/iam/policy::policy",
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            "crit": 2,
            "desc": "imports Policy from google.api_core.iam",
            "from": [
              {
                "file": 8
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            ]
          },
          {
            "id": "objectives/exfiltration/http/collect::python-json-request-payload",
            "atk": "T1041",
            "conf": 0.91,
            "crit": 3,
            "desc": "Python JSON request payload",
            "from": [
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                "file": 5
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            "id": "metadata/package/ecosystem::pkginfo-license-file",
            "conf": 0.9,
            "crit": 3,
            "desc": "Declares Python package license file",
            "from": [
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                "file": 19
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/services/google::google-api-bearer-authentication",
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            "conf": 0.96,
            "crit": 3,
            "desc": "Authenticates to Google API with bearer token",
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            "uses": [
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              234
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            "id": "metadata/import/python/datetime/datetime::datetime",
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            "desc": "imports datetime from datetime",
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                "file": 3
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          {
            "id": "metadata/import/python/six/moves/urllib/parse/parse_qsl::parse_qsl",
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            "crit": 3,
            "desc": "imports parse_qsl from six.moves.urllib.parse",
            "from": [
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                "file": 8
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            ]
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          {
            "id": "micro-behaviors/communications/http/token-auth::bearer-header-from-variable",
            "conf": 0.94,
            "crit": 3,
            "desc": "Builds Bearer authorization header from variable",
            "from": [
              {
                "file": 5
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          {
            "id": "metadata/import/python/google/cloud/_helpers::google/cloud/_helpers",
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            "desc": "imports google.cloud._helpers",
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            "from": [
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            "id": "metadata/file/encoded::embedded-code-candidates-6",
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            "from": [
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          {
            "id": "metadata/import/python/google/api_core/exceptions/requestrangenotsatisfiable::requestrangenotsatisfiable",
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            "desc": "imports RequestRangeNotSatisfiable from google.api_core.exceptions",
            "from": [
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            "id": "metadata/import/python/google/auth/credentials/anonymouscredentials::anonymouscredentials",
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            "desc": "imports AnonymousCredentials from google.auth.credentials",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/_helpers/_get_storage_host::_get_storage_host",
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            "from": [
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            "id": "metadata/import/python/google/api_core/iam::google/api_core/iam",
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            "crit": 2,
            "desc": "imports google.api_core.iam",
            "from": [
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          {
            "id": "objectives/anti-static/obfuscation/payload/encoded::binascii-import",
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            "crit": 3,
            "desc": "binascii module import",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/retry::google/cloud/storage/retry",
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            "crit": 3,
            "desc": "imports google.cloud.storage.retry",
            "from": [
              {
                "file": 3
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/services/cloud::github-pages",
            "conf": 0.5,
            "crit": 3,
            "desc": "References a GitHub Pages host",
            "from": [
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                "file": 8
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            "desc": "imports BlobReader from google.cloud.storage.fileio",
            "from": [
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                "file": 8
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            ]
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          {
            "id": "micro-behaviors/communications/http/header/content-length::python-content-length-header",
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            "mbc": "C0002",
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            "crit": 3,
            "desc": "Python HTTP Content-Length header",
            "from": [
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                "file": 7
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          {
            "id": "micro-behaviors/crypto/hash/digest::source-digest-call",
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            "crit": 3,
            "desc": "MD5 or SHA digest API call",
            "from": [
              {
                "file": 3
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          {
            "id": "metadata/import/python/six/moves/urllib/parse::six/moves/urllib/parse",
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            "desc": "imports six.moves.urllib.parse",
            "from": [
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          {
            "id": "micro-behaviors/data/encode/base64::b64encode-call",
            "conf": 0.9,
            "crit": 3,
            "desc": "Encodes data with Python base64.b64encode()",
            "from": [
              {
                "file": 3
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            ]
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          {
            "id": "metadata/import/python/google/cloud/storage/acl/objectacl::objectacl",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports ObjectACL from google.cloud.storage.acl",
            "from": [
              {
                "file": 8
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          {
            "id": "metadata/import/python/google/cloud/storage/notification/none_payload_format::none_payload_format",
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            "crit": 3,
            "desc": "imports NONE_PAYLOAD_FORMAT from google.cloud.storage.notification",
            "from": [
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                "file": 9
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          {
            "id": "metadata/import/python/google/cloud/storage/client/client::client",
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            "desc": "imports Client from google.cloud.storage.client",
            "from": [
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                "file": 2
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          {
            "id": "metadata/import/python/google/cloud/storage/constants::google/cloud/storage/constants",
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            "crit": 3,
            "desc": "imports google.cloud.storage.constants",
            "from": [
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                "file": 3
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            "crit": 3,
            "desc": "import statement for installer-related modules",
            "from": [
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            "id": "micro-behaviors/process/argument/subcommand::cli-verb-items",
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            "crit": 3,
            "desc": "CLI items selector token",
            "from": [
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                "file": 6
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            "id": "objectives/persistence/login/python-pth::pth-distribution-file",
            "atk": "T1546,T1195.002",
            "mbc": "E1546",
            "conf": 0.95,
            "crit": 3,
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            "from": [
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          {
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            "id": "metadata/import/python/base64::base64",
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            "crit": 3,
            "desc": "imports base64",
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          {
            "id": "metadata/lang/natural::lang-english--atom-3",
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            "desc": "English function-word token \"that\"",
            "from": [
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                "file": 3
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          {
            "id": "metadata/import/python/google/cloud/storage/blob/blob::blob",
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            "desc": "imports Blob from google.cloud.storage.blob",
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            ]
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          {
            "id": "metadata/import/python/google/cloud/storage/constants/public_access_prevention_unspecified::public_access_prevention_unspecified",
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            "crit": 3,
            "desc": "imports PUBLIC_ACCESS_PREVENTION_UNSPECIFIED from google.cloud.storage.constants",
            "from": [
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                "file": 9
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          {
            "id": "micro-behaviors/crypto/hash/digest::python-sha256-hexdigest",
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            "desc": "Computes a SHA-256 hex digest in Python",
            "from": [
              {
                "file": 5
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          {
            "id": "metadata/import/python/email/mime/multipart::email/mime/multipart",
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            "crit": 2,
            "desc": "imports email.mime.multipart",
            "from": [
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                "file": 7
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            ]
          },
          {
            "id": "micro-behaviors/process/interpreter/python::module-import-statement",
            "conf": 0.95,
            "crit": 2,
            "desc": "Top-level Python import statement line",
            "from": [
              {
                "file": 1
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          {
            "id": "metadata/import/python/google/cloud/storage/_signing/_sign_message::_sign_message",
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            "crit": 3,
            "desc": "imports _sign_message from google.cloud.storage._signing",
            "from": [
              {
                "file": 10
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            ]
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          {
            "id": "metadata/import/python/google/cloud/storage/_signing/get_expiration_seconds_v4::get_expiration_seconds_v4",
            "conf": 0.95,
            "crit": 3,
            "desc": "imports get_expiration_seconds_v4 from google.cloud.storage._signing",
            "from": [
              {
                "file": 10
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/header/cache::python-response-etag-header-read",
            "atk": "T1071.001",
            "mbc": "C0002",
            "conf": 0.95,
            "crit": 3,
            "desc": "Python response object reads ETag header",
            "from": [
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            "from": [
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          {
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            "id": "metadata/import/python/warnings::warnings",
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            "from": [
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            "id": "objectives/anti-static/obfuscation/multi-layer::python-base64-carrier-metric",
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            "from": [
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          },
          {
            "id": "micro-behaviors/communications/http/request/result::http-post-client-call",
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            "crit": 3,
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          {
            "id": "metadata/import/python/six/moves/urllib/parse/urlsplit::urlsplit",
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            "from": [
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          {
            "id": "micro-behaviors/data/source/dynamic/reflect::frame-locals-text",
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            "from": [
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            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/_helpers/_propertymixin::_propertymixin",
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          {
            "id": "metadata/import/python/google/cloud/storage/bucket/bucket::bucket",
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            "from": [
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          {
            "id": "metadata/import/python/google/api_core/exceptions/notfound::notfound",
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            "desc": "imports _raise_if_more_than_one_set from google.cloud.storage._helpers",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/_helpers/_scalar_property::_scalar_property",
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            "desc": "imports _scalar_property from google.cloud.storage._helpers",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/blob::google/cloud/storage/blob",
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            "desc": "imports google.cloud.storage.blob",
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          {
            "id": "micro-behaviors/fs/file/timestamp::os-utime",
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            "desc": "os.utime() timestamp modification",
            "from": [
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          {
            "id": "micro-behaviors/communications/http/authorization-header::bearer-header-from-token",
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            "from": [
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          {
            "id": "metadata/import/python/six::six",
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          {
            "id": "metadata/import/python/collections::collections",
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            "desc": "imports collections",
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          {
            "id": "micro-behaviors/data/source/language::python-datetime-threshold",
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            "desc": "Python datetime date threshold",
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            "from": [
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          {
            "id": "metadata/import/python/google/api_core/client_options::google/api_core/client_options",
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            "from": [
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          {
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            "from": [
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                "file": 8
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          {
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          {
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            "from": [
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          {
            "id": "metadata/import/python/google/cloud/storage/bucket/_item_to_blob::_item_to_blob",
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            "desc": "imports _item_to_blob from google.cloud.storage.bucket",
            "from": [
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          },
          {
            "id": "metadata/import/python/json::json",
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            "desc": "imports json",
            "from": [
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                "file": 5
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            ]
          },
          {
            "id": "micro-behaviors/communications/http/authorization-header::auth-header",
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            "conf": 0.5,
            "crit": 3,
            "desc": "Authorization header-name literal",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/_helpers/_rfc3339_nanos_to_datetime::_rfc3339_nanos_to_datetime",
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            "from": [
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          {
            "id": "well-known/lib/network/public-suffix-list::psl-github-io",
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            "desc": "Public suffix github.io",
            "from": [
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          },
          {
            "id": "micro-behaviors/communications/http/url/build::network-destination-function-binding",
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            "crit": 3,
            "desc": "Network destination assigned from call",
            "from": [
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          {
            "id": "micro-behaviors/data/format/json::json-command-field",
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            "from": [
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            "id": "metadata/import/python/google/cloud/_helpers/_now::_now",
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            "from": [
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            "desc": "imports _raise_from_invalid_response from google.cloud.storage.blob",
            "from": [
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                "file": 10
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          {
            "id": "metadata/import/python/google/cloud/exceptions/notfound::notfound",
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            "from": [
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                "file": 8
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            "id": "micro-behaviors/communications/http/url/forge::public-code-forge-url",
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            "from": [
              {
                "file": 5
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          {
            "id": "metadata/import/python/io/bytesio::bytesio",
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            "from": [
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            "crit": 2,
            "desc": "imports email.parser",
            "from": [
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                "file": 7
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          {
            "id": "micro-behaviors/communications/http/client/response-body::python-response-body-member-reference",
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            "crit": 3,
            "desc": "Python response body member access"
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          {
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            "crit": 2,
            "desc": "imports re",
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                "file": 8
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            "from": [
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                "file": 9
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            "desc": "imports google.cloud.storage.fileio",
            "from": [
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                "file": 8
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          {
            "id": "micro-behaviors/communications/http/request/body::json-before-base64-encode--rx-10",
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            "crit": 3,
            "desc": "Python/PowerShell JSON before Base64",
            "from": [
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            "from": [
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              139
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          {
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            "from": [
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            "from": [
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                "file": 19
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                "file": 9
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          {
            "id": "metadata/import/python/google/cloud/client::google/cloud/client",
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          {
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            "from": [
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            "from": [
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            "desc": "Password marker string literal",
            "from": [
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            "desc": "imports google.api_core",
            "from": [
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            "id": "micro-behaviors/communications/http/url/query::query-serializer-call",
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            "desc": "Calls a URL query serializer",
            "from": [
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          {
            "id": "micro-behaviors/data/decode/symbol-base64::b64decode-call",
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            "desc": "Decodes Base64 data with Python",
            "from": [
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            "from": [
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          {
            "id": "micro-behaviors/communications/http/oauth::oauth-protocol-reference",
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            "crit": 3,
            "desc": "References the OAuth 2 protocol",
            "from": [
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            "from": [
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                "file": 8
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          {
            "id": "metadata/package/ecosystem::pkginfo-core-metadata",
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            "crit": 2,
            "desc": "Declares Python Core Metadata version",
            "from": [
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          },
          {
            "id": "micro-behaviors/communications/http/patch::http-patch-method-field",
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            "from": [
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            "from": [
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            "from": [
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            "from": [
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            "id": "metadata/import/python/six/moves/urllib/parse/urlunsplit::urlunsplit",
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            "id": "metadata/import/python/google/cloud/storage/_helpers::google/cloud/storage/_helpers",
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            "desc": "imports google.cloud.storage._helpers",
            "from": [
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          {
            "id": "micro-behaviors/crypto/hash/digest::python-sha256-operation",
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            "desc": "Performs Python SHA-256 operation",
            "from": [
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            "id": "metadata/import/python/google/cloud/storage/acl/acl::acl",
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            "from": [
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          },
          {
            "id": "micro-behaviors/communications/http/response::http-versions",
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            "desc": "HTTP protocol version strings",
            "from": [
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          {
            "id": "metadata/import/python/google/cloud/_http::_http",
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            "desc": "imports _http from google.cloud",
            "from": [
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            "from": [
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            "desc": "Python wheel archive basename"
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            "desc": "Wheel archive ships a .pth member"
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          {
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}