Calling Amazon Textract Synchronous Operations
Amazon Textract operations process document images that are stored on a local file system, or document images stored in an Amazon S3 bucket. You specify where the input document is located by using the Document input parameter. The document image can be in either PNG, JPEG, PDF, or TIFF format. Results for synchronous operations are returned immediately and are not stored for retrieval.
For a complete example, see Detecting Document Text with Amazon Textract.
Request
The following describes how requests work in Amazon Textract.
Documents Passed as Image Bytes
You can pass a document image to an Amazon Textract operation by passing the image as a base64-encoded byte array. An example is a document image loaded from a local file system. Your code might not need to encode document file bytes if you're using an AWS SDK to call Amazon Textract API operations.
The image bytes are specified in the Bytes field
of the Document input parameter. The following example shows the
input JSON for an Amazon Textract operation that passes the image bytes in the
Bytes input parameter.
{ "Document": { "Bytes": "/9j/4AAQSk....." } }
Note
If you're using the AWS CLI, you can't pass image bytes to Amazon Textract operations. Instead, you must reference an image stored in an Amazon S3 bucket.
The following Java code shows how to load an image from a local file system and call an Amazon Textract operation.
String document="input.png"; ByteBuffer imageBytes; try (InputStream inputStream = new FileInputStream(new File(document))) { imageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream)); } AmazonTextract client = AmazonTextractClientBuilder.defaultClient(); DetectDocumentTextRequest request = new DetectDocumentTextRequest() .withDocument(new Document() .withBytes(imageBytes)); DetectDocumentTextResult result = client.detectDocumentText(request);
Documents Stored in an Amazon S3 Bucket
Amazon Textract can analyze document images that are stored in an Amazon S3 bucket. You
specify the bucket and file name by using the S3Object field of the Document input
parameter. The following example shows the input JSON for an Amazon Textract
operation that processes a document stored in an Amazon S3 bucket.
{ "Document": { "S3Object": { "Bucket": "bucket", "Name": "input.png" } } }
The following example shows how to call an Amazon Textract operation using an image stored in an Amazon S3 bucket.
String document="input.png"; String bucket="bucket"; AmazonTextract client = AmazonTextractClientBuilder.defaultClient(); DetectDocumentTextRequest request = new DetectDocumentTextRequest() .withDocument(new Document() .withS3Object(new S3Object() .withName(document) .withBucket(bucket))); DetectDocumentTextResult result = client.detectDocumentText(request);
Using an adapter
With Amazon Textract, you can customize the output or response of a call to AnalyzeDocument by using an AdapterId and adapter version. To use an adapter, you must first have created and trained an adapter using the Amazon Textract Console or the API. To apply your adapter, provide its ID when calling the AnalyzeDocument API. This enhances predictions on your documents. Note that when calling the Document, you can only use one adapter per page.
"AdaptersConfig": { "Adapters": [ { "AdapterId": "2e9bf1c4aa31", "Version": "1" } ] }
The following Java example shows how to create Queries and a list of adapters, then provide these to AnalyzeDocument, using the AWS SDK for Java.
String document="input.png"; ByteBuffer imageBytes; try (InputStream inputStream = new FileInputStream(new File(document))) { imageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream)); } AmazonTextract client = AmazonTextractClientBuilder.defaultClient(); List<Query> queries = new ArrayList<Query>(); queries.add(new Query().withText("What is the employee name?") .withAlias("CUST_NAME") .withPages(Arrays.asList("*"))); List<Adapter> adapters = new ArrayList<Adapter>(); adapters.add(new Adapter() .withAdapterId("1111111111") .withVersion("1") .withPages(Arrays.asList("*"))); AnalyzeDocumentRequest request = new AnalyzeDocumentRequest() .withFeatureTypes("QUERIES", "SIGNATURES") .withDocument(new Document() .withBytes(imageBytes)) .withAdaptersConfig(new AdaptersConfig() .withAdapters(adapters)); AnalyzeDocumentResult result = client.analyzeDocument(request);
Response
The following sample is the JSON response from a call to DetectDocumentText. For more
information, see Detecting Text.
{ { "DocumentMetadata": { "Pages": 1 }, "Blocks": [ { "BlockType": "PAGE", "Geometry": { "BoundingBox": { "Width": 0.9995205998420715, "Height": 1.0, "Left": 0.0, "Top": 0.0 }, "Polygon": [ { "X": 0.0, "Y": 0.0 }, { "X": 0.9995205998420715, "Y": 2.297314024515845E-16 }, { "X": 0.9995205998420715, "Y": 1.0 }, { "X": 0.0, "Y": 1.0 } ] }, "Id": "ca4b9171-7109-4adb-a811-e09bbe4834dd", "Relationships": [ { "Type": "CHILD", "Ids": [ "26085884-d005-4144-b4c2-4d83dc50739b", "ee9d01bc-d91c-401d-8c0a-eec76f5f7862", "404bb3d3-d7ab-4008-a195-5dec87a08664", "8ae1b4ba-67c1-4486-bd20-54f461886ce9", "47aab5ab-be2c-4c73-97c7-d0a45454e843", "dd06bb49-6a56-4ea7-beec-a2aa09835c3c", "8837153d-81b8-4031-a49f-83a3d81803c2", "5dae3b74-9e95-4b62-99b7-93b88fe70648", "4508da80-64d8-42a8-8846-cfafe6eab10c", "e87be7a9-5519-42e1-b18e-ae10e2d3ed13", "f04bb223-d075-41c3-b328-7354611c826b", "a234f0e8-67de-46f4-a7c7-0bbe8d5159ce", "61b20e27-ff8a-450a-a8b1-bc0259f82fd6", "445f4fdd-c77b-4a7b-a2fc-6ca07cfe9ed7", "359f3870-7183-43f5-b638-970f5cefe4d5", "b9deea0a-244c-4d54-b774-cf03fbaaa8b1", "e2a43881-f620-44f2-b067-500ce7dc8d4d", "41756974-64ef-432d-b4b2-34702505975a", "93d96d32-8b4a-4a98-9578-8b4df4f227a6", "bc907357-63d6-43c0-ab87-80d7e76d377e", "2d727ca7-3acb-4bb9-a564-5885c90e9325", "f32a5989-cbfb-41e6-b0fc-ce1c77c014bd", "e0ba06d0-dbb6-4962-8047-8cac3adfe45a", "b6ed204d-ae01-4b75-bb91-c85d4147a37e", "ac4b9ee0-c9b2-4239-a741-5753e5282033", "ebc18885-48d7-45b8-90e3-d172b4357802", "babf6360-789e-49c1-9c78-0784acc14a0c" ] } ] }, { "BlockType": "LINE", "Confidence": 99.93761444091797, "Text": "Employment Application", "Geometry": { "BoundingBox": { "Width": 0.3391372561454773, "Height": 0.06906412541866302, "Left": 0.29548385739326477, "Top": 0.027493247762322426 }, "Polygon": [ { "X": 0.29548385739326477, "Y": 0.027493247762322426 }, { "X": 0.6346210837364197, "Y": 0.027493247762322426 }, { "X": 0.6346210837364197, "Y": 0.0965573713183403 }, { "X": 0.29548385739326477, "Y": 0.0965573713183403 } ] }, "Id": "26085884-d005-4144-b4c2-4d83dc50739b", "Relationships": [ { "Type": "CHILD", "Ids": [ "ed48dacc-d089-498f-8e93-1cee1e5f39f3", "ac7370f3-cbb7-4cd9-a8f9-bdcb2252caaf" ] } ] }, { "BlockType": "LINE", "Confidence": 99.91246795654297, "Text": "Application Information", "Geometry": { "BoundingBox": { "Width": 0.19878505170345306, "Height": 0.03754019737243652, "Left": 0.03988289833068848, "Top": 0.14050349593162537 }, "Polygon": [ { "X": 0.03988289833068848, "Y": 0.14050349593162537 }, { "X": 0.23866795003414154, "Y": 0.14050349593162537 }, { "X": 0.23866795003414154, "Y": 0.1780436933040619 }, { "X": 0.03988289833068848, "Y": 0.1780436933040619 } ] }, "Id": "ee9d01bc-d91c-401d-8c0a-eec76f5f7862", "Relationships": [ { "Type": "CHILD", "Ids": [ "efe3fc6d-becb-4520-80ee-49a329386aee", "c2260852-6cfd-4a71-9fc6-62b2f9b02355" ] } ] }, { "BlockType": "LINE", "Confidence": 99.88693237304688, "Text": "Full Name: Jane Doe", "Geometry": { "BoundingBox": { "Width": 0.16733919084072113, "Height": 0.031106337904930115, "Left": 0.03899926319718361, "Top": 0.21361036598682404 }, "Polygon": [ { "X": 0.03899926319718361, "Y": 0.21361036598682404 }, { "X": 0.20633845031261444, "Y": 0.21361036598682404 }, { "X": 0.20633845031261444, "Y": 0.24471670389175415 }, { "X": 0.03899926319718361, "Y": 0.24471670389175415 } ] }, "Id": "404bb3d3-d7ab-4008-a195-5dec87a08664", "Relationships": [ { "Type": "CHILD", "Ids": [ "e94eb587-9545-4215-b0fc-8e8cb1172958", "090aeba5-8428-4b7a-a54b-7a95a774120e", "64ff0abb-736b-4a6b-aa8d-ad2c0086ae1d", "565ffc30-89d6-4295-b8c6-d22b4ed76584" ] } ] }, { "BlockType": "LINE", "Confidence": 99.9206314086914, "Text": "Phone Number: 555-0100", "Geometry": { "BoundingBox": { "Width": 0.3115004599094391, "Height": 0.047169625759124756, "Left": 0.03604753687977791, "Top": 0.2812676727771759 }, "Polygon": [ { "X": 0.03604753687977791, "Y": 0.2812676727771759 }, { "X": 0.3475480079650879, "Y": 0.2812676727771759 }, { "X": 0.3475480079650879, "Y": 0.32843729853630066 }, { "X": 0.03604753687977791, "Y": 0.32843729853630066 } ] }, "Id": "8ae1b4ba-67c1-4486-bd20-54f461886ce9", "Relationships": [ { "Type": "CHILD", "Ids": [ "d782f847-225b-4a1b-b52d-f252f8221b1f", "fa69c5cd-c80d-4fac-81df-569edae8d259", "d4bbc0f1-ae02-41cf-a26f-8a1e899968cc" ] } ] }, { "BlockType": "LINE", "Confidence": 99.48902893066406, "Text": "Home Address: 123 Any Street, Any Town. USA", "Geometry": { "BoundingBox": { "Width": 0.7431139945983887, "Height": 0.09577702730894089, "Left": 0.03359385207295418, "Top": 0.3258342146873474 }, "Polygon": [ { "X": 0.03359385207295418, "Y": 0.3258342146873474 }, { "X": 0.7767078280448914, "Y": 0.3258342146873474 }, { "X": 0.7767078280448914, "Y": 0.4216112196445465 }, { "X": 0.03359385207295418, "Y": 0.4216112196445465 } ] }, "Id": "47aab5ab-be2c-4c73-97c7-d0a45454e843", "Relationships": [ { "Type": "CHILD", "Ids": [ "acfbed90-4a00-42c6-8a90-d0a0756eea36", "046c8a40-bb0e-4718-9c71-954d3630e1dd", "82b838bc-4591-4287-8dea-60c94a4925e4", "5cdcde7a-f5a6-4231-a941-b6396e42e7ba", "beafd497-185f-487e-b070-db4df5803e94", "ef1b77fb-8ba6-41fe-ba53-dce039af22ed", "7b555310-e7f8-4cd2-bb3d-dcec37f3d90e", "b479c24d-448d-40ef-9ed5-36a6ef08e5c7" ] } ] }, { "BlockType": "LINE", "Confidence": 99.89382934570312, "Text": "Mailing Address: same as above", "Geometry": { "BoundingBox": { "Width": 0.26575741171836853, "Height": 0.039571404457092285, "Left": 0.03068041242659092, "Top": 0.43351811170578003 }, "Polygon": [ { "X": 0.03068041242659092, "Y": 0.43351811170578003 }, { "X": 0.2964377999305725, "Y": 0.43351811170578003 }, { "X": 0.2964377999305725, "Y": 0.4730895161628723 }, { "X": 0.03068041242659092, "Y": 0.4730895161628723 } ] }, "Id": "dd06bb49-6a56-4ea7-beec-a2aa09835c3c", "Relationships": [ { "Type": "CHILD", "Ids": [ "d7261cdc-6ac5-4711-903c-4598fe94952d", "287f80c3-6db2-4dd7-90ec-5f017c80aa31", "ce31c3ad-b51e-4068-be64-5fc9794bc1bc", "e96eb92c-6774-4d6f-8f4a-68a7618d4c66", "88b85c05-427a-4d4f-8cc4-3667234e8364" ] } ] }, { "BlockType": "LINE", "Confidence": 94.67343139648438, "Text": "Previous Employment History", "Geometry": { "BoundingBox": { "Width": 0.3309842050075531, "Height": 0.051920413970947266, "Left": 0.3194798231124878, "Top": 0.5172380208969116 }, "Polygon": [ { "X": 0.3194798231124878, "Y": 0.5172380208969116 }, { "X": 0.6504639983177185, "Y": 0.5172380208969116 }, { "X": 0.6504639983177185, "Y": 0.5691584348678589 }, { "X": 0.3194798231124878, "Y": 0.5691584348678589 } ] }, "Id": "8837153d-81b8-4031-a49f-83a3d81803c2", "Relationships": [ { "Type": "CHILD", "Ids": [ "8b324501-bf38-4ce9-9777-6514b7ade760", "b0cea99a-5045-464d-ac8a-a63ab0470995", "b92a6ee5-ca59-44dc-9c47-534c133b11e7" ] } ] }, { "BlockType": "LINE", "Confidence": 99.66949462890625, "Text": "Start Date", "Geometry": { "BoundingBox": { "Width": 0.08310240507125854, "Height": 0.030944595113396645, "Left": 0.034429505467414856, "Top": 0.6123942136764526 }, "Polygon": [ { "X": 0.034429505467414856, "Y": 0.6123942136764526 }, { "X": 0.1175319030880928, "Y": 0.6123942136764526 }, { "X": 0.1175319030880928, "Y": 0.6433387994766235 }, { "X": 0.034429505467414856, "Y": 0.6433387994766235 } ] }, "Id": "5dae3b74-9e95-4b62-99b7-93b88fe70648", "Relationships": [ { "Type": "CHILD", "Ids": [ "ffe8b8e0-df59-4ac5-9aba-6b54b7c51b45", "91e582cd-9871-4e9c-93cc-848baa426338" ] } ] }, { "BlockType": "LINE", "Confidence": 99.86717224121094, "Text": "End Date", "Geometry": { "BoundingBox": { "Width": 0.07581500709056854, "Height": 0.03223184868693352, "Left": 0.14846202731132507, "Top": 0.6120467782020569 }, "Polygon": [ { "X": 0.14846202731132507, "Y": 0.6120467782020569 }, { "X": 0.22427703440189362, "Y": 0.6120467782020569 }, { "X": 0.22427703440189362, "Y": 0.6442786455154419 }, { "X": 0.14846202731132507, "Y": 0.6442786455154419 } ] }, "Id": "4508da80-64d8-42a8-8846-cfafe6eab10c", "Relationships": [ { "Type": "CHILD", "Ids": [ "7c97b56b-699f-49b0-93f4-98e6d90b107c", "7af04e27-0c15-447e-a569-b30edb99a133" ] } ] }, { "BlockType": "LINE", "Confidence": 99.9539794921875, "Text": "Employer Name", "Geometry": { "BoundingBox": { "Width": 0.1347292959690094, "Height": 0.0392492413520813, "Left": 0.2647075653076172, "Top": 0.6140711903572083 }, "Polygon": [ { "X": 0.2647075653076172, "Y": 0.6140711903572083 }, { "X": 0.3994368314743042, "Y": 0.6140711903572083 }, { "X": 0.3994368314743042, "Y": 0.6533204317092896 }, { "X": 0.2647075653076172, "Y": 0.6533204317092896 } ] }, "Id": "e87be7a9-5519-42e1-b18e-ae10e2d3ed13", "Relationships": [ { "Type": "CHILD", "Ids": [ "a9bfeb55-75cd-47cd-b953-728e602a3564", "9f0f9c06-d02c-4b07-bb39-7ade70be2c1b" ] } ] }, { "BlockType": "LINE", "Confidence": 99.35584259033203, "Text": "Position Held", "Geometry": { "BoundingBox": { "Width": 0.11393272876739502, "Height": 0.03415105864405632, "Left": 0.49973347783088684, "Top": 0.614840030670166 }, "Polygon": [ { "X": 0.49973347783088684, "Y": 0.614840030670166 }, { "X": 0.6136661767959595, "Y": 0.614840030670166 }, { "X": 0.6136661767959595, "Y": 0.6489911079406738 }, { "X": 0.49973347783088684, "Y": 0.6489911079406738 } ] }, "Id": "f04bb223-d075-41c3-b328-7354611c826b", "Relationships": [ { "Type": "CHILD", "Ids": [ "6d5edf02-845c-40e0-9514-e56d0d652ae0", "3297ab59-b237-45fb-ae60-a108f0c95ac2" ] } ] }, { "BlockType": "LINE", "Confidence": 99.9817886352539, "Text": "Reason for leaving", "Geometry": { "BoundingBox": { "Width": 0.16511960327625275, "Height": 0.04062700271606445, "Left": 0.7430596351623535, "Top": 0.6116235852241516 }, "Polygon": [ { "X": 0.7430596351623535, "Y": 0.6116235852241516 }, { "X": 0.9081792235374451, "Y": 0.6116235852241516 }, { "X": 0.9081792235374451, "Y": 0.6522505879402161 }, { "X": 0.7430596351623535, "Y": 0.6522505879402161 } ] }, "Id": "a234f0e8-67de-46f4-a7c7-0bbe8d5159ce", "Relationships": [ { "Type": "CHILD", "Ids": [ "f4b8cf26-d2da-4a76-8345-69562de3cc11", "386d4a63-1194-4c0e-a18d-4d074a0b1f93", "a8622541-1896-4d54-8d10-7da2c800ec5c" ] } ] }, { "BlockType": "LINE", "Confidence": 99.77413177490234, "Text": "1/15/2009", "Geometry": { "BoundingBox": { "Width": 0.08799663186073303, "Height": 0.03832906484603882, "Left": 0.03175082430243492, "Top": 0.691371738910675 }, "Polygon": [ { "X": 0.03175082430243492, "Y": 0.691371738910675 }, { "X": 0.11974745243787766, "Y": 0.691371738910675 }, { "X": 0.11974745243787766, "Y": 0.7297008037567139 }, { "X": 0.03175082430243492, "Y": 0.7297008037567139 } ] }, "Id": "61b20e27-ff8a-450a-a8b1-bc0259f82fd6", "Relationships": [ { "Type": "CHILD", "Ids": [ "da7a6482-0964-49a4-bc7d-56942ff3b4e1" ] } ] }, { "BlockType": "LINE", "Confidence": 99.72286224365234, "Text": "6/30/2011", "Geometry": { "BoundingBox": { "Width": 0.08843101561069489, "Height": 0.03991425037384033, "Left": 0.14642837643623352, "Top": 0.6919752955436707 }, "Polygon": [ { "X": 0.14642837643623352, "Y": 0.6919752955436707 }, { "X": 0.2348593920469284, "Y": 0.6919752955436707 }, { "X": 0.2348593920469284, "Y": 0.731889545917511 }, { "X": 0.14642837643623352, "Y": 0.731889545917511 } ] }, "Id": "445f4fdd-c77b-4a7b-a2fc-6ca07cfe9ed7", "Relationships": [ { "Type": "CHILD", "Ids": [ "5a8da66a-ecce-4ee9-a765-a46d6cdc6cde" ] } ] }, { "BlockType": "LINE", "Confidence": 99.86936950683594, "Text": "Any Company", "Geometry": { "BoundingBox": { "Width": 0.11800950765609741, "Height": 0.03943679481744766, "Left": 0.2626699209213257, "Top": 0.6972727179527283 }, "Polygon": [ { "X": 0.2626699209213257, "Y": 0.6972727179527283 }, { "X": 0.3806794285774231, "Y": 0.6972727179527283 }, { "X": 0.3806794285774231, "Y": 0.736709475517273 }, { "X": 0.2626699209213257, "Y": 0.736709475517273 } ] }, "Id": "359f3870-7183-43f5-b638-970f5cefe4d5", "Relationships": [ { "Type": "CHILD", "Ids": [ "77749c2b-aa7f-450e-8dd2-62bcaf253ba2", "713bad19-158d-4e3e-b01f-f5707ddb04e5" ] } ] }, { "BlockType": "LINE", "Confidence": 99.582275390625, "Text": "Assistant baker", "Geometry": { "BoundingBox": { "Width": 0.13280922174453735, "Height": 0.032666124403476715, "Left": 0.49814170598983765, "Top": 0.699238657951355 }, "Polygon": [ { "X": 0.49814170598983765, "Y": 0.699238657951355 }, { "X": 0.630950927734375, "Y": 0.699238657951355 }, { "X": 0.630950927734375, "Y": 0.7319048047065735 }, { "X": 0.49814170598983765, "Y": 0.7319048047065735 } ] }, "Id": "b9deea0a-244c-4d54-b774-cf03fbaaa8b1", "Relationships": [ { 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