c93e36988f
* Implement new reading-order model, replacing DS GLM model (WIP) Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update reading-order model branch Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update lockfile [skip ci] Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add captions, footnotes and merges [skip ci] Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Updates for reading-order implementation Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Updates for reading-order implementation Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update tests and lockfile Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixes, update tests Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add normalization, update tests again Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Update tests with code Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Push final lockfile Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * sanitize text Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * Inlcude furniture, Update tests with furniture Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix content_layer assignment Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * chore: Delete empty file docling/models/ds_glm_model.py Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> --------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Nikos Livathinos <nli@zurich.ibm.com>
1 line
16 KiB
JSON
1 line
16 KiB
JSON
{"schema_name": "DoclingDocument", "version": "1.1.0", "name": "right_to_left_01", "origin": {"mimetype": "application/pdf", "binary_hash": 11705364559529254676, "filename": "right_to_left_01.pdf", "uri": null}, "furniture": {"self_ref": "#/furniture", "parent": null, "children": [], "content_layer": "furniture", "name": "_root_", "label": "unspecified"}, "body": {"self_ref": "#/body", "parent": null, "children": [{"cref": "#/texts/0"}, {"cref": "#/texts/1"}, {"cref": "#/texts/2"}, {"cref": "#/texts/3"}, {"cref": "#/texts/4"}, {"cref": "#/texts/5"}, {"cref": "#/texts/6"}], "content_layer": "body", "name": "_root_", "label": "unspecified"}, "groups": [], "texts": [{"self_ref": "#/texts/0", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "section_header", "prov": [{"page_no": 1, "bbox": {"l": 223.85000999999997, "t": 719.4619800000002, "r": 521.98181, "b": 704.4510500000001, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 59]}], "orig": "Python\u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u0644\u0644\u0627\u062e \u0646\u0645 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0627 \u0644\u062d\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0646\u064a\u0633\u062d\u062a", "text": "Python\u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u0644\u0644\u0627\u062e \u0646\u0645 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0627 \u0644\u062d\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0646\u064a\u0633\u062d\u062a", "level": 1}, {"self_ref": "#/texts/1", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 90.744003, "t": 689.992, "r": 522.19, "b": 635.30804, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 345]}], "orig": "Python \u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u0631\u0628\u062a\u0639\u062a \u0629\u0644\u0627\u0639\u0641 \u0644\u0648\u0644\u062d \u062f\u0627\u062c\u064a\u0625 \u064a\u0641 \u062f\u0639\u0627\u0633\u062a\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0632\u0632\u0639\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u064a\u062a\u0644\u0627 \u0629\u064a\u0648\u0642\u0644\u0627 \u062a\u0627\u0648\u062f\u0644\u0623\u0627 \u0646\u0645 \u0621\u0627\u0645\u0644\u0639\u0644\u0627\u0648 \u0646\u064a\u0644\u0644\u062d\u0645\u0644\u0627 \u0649\u0644\u0639 \u0644\u0647\u0633\u064a \u0627\u0645\u0645 \u060c\u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a\u0644 \u0629\u064a\u0644\u0627\u062b\u0645 \u0627\u0647\u0644\u0639\u062c\u062a \u0629\u062f\u064a\u0631\u0641 \u062a\u0627\u0632\u064a\u0645Python \u0648 R \u0646\u0645 \u0644\u0643 \u0643\u0644\u062a\u0645\u064a .\u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 \u0646\u0627\u0643 \u0627\u0630\u0625 .\u0629\u0644\u0627\u0639\u0641\u0648 \u0629\u0639\u064a\u0631\u0633 \u0629\u0642\u064a\u0631\u0637\u0628 \u0629\u062f\u0642\u0639\u0645 \u062a\u0644\u0627\u064a\u0644\u062d\u062a \u0621\u0627\u0631\u062c\u0625 \u0645\u0647\u0633\u064a \u0646\u0623 \u0646\u0643\u0645\u064a \u062a\u0627\u063a\u0644\u0644\u0627 \u0647\u0630\u0647 \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u0625\u0641 \u060c\u0629\u064a\u0644\u064a\u0644\u062d\u062a \u0629\u064a\u0644\u0642\u0639 \u0643\u064a\u062f\u0644 .\u0644\u0645\u0639\u0644\u0627 \u062c\u0626\u0627\u062a\u0646 \u0646\u064a\u0633\u062d\u062a \u064a\u0641 \u0631\u064a\u0628\u0643 \u0644\u0643\u0634\u0628", "text": "Python \u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u0631\u0628\u062a\u0639\u062a \u0629\u0644\u0627\u0639\u0641 \u0644\u0648\u0644\u062d \u062f\u0627\u062c\u064a\u0625 \u064a\u0641 \u062f\u0639\u0627\u0633\u062a\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0632\u0632\u0639\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u064a\u062a\u0644\u0627 \u0629\u064a\u0648\u0642\u0644\u0627 \u062a\u0627\u0648\u062f\u0644\u0623\u0627 \u0646\u0645 \u0621\u0627\u0645\u0644\u0639\u0644\u0627\u0648 \u0646\u064a\u0644\u0644\u062d\u0645\u0644\u0627 \u0649\u0644\u0639 \u0644\u0647\u0633\u064a \u0627\u0645\u0645 \u060c\u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a\u0644 \u0629\u064a\u0644\u0627\u062b\u0645 \u0627\u0647\u0644\u0639\u062c\u062a \u0629\u062f\u064a\u0631\u0641 \u062a\u0627\u0632\u064a\u0645Python \u0648 R \u0646\u0645 \u0644\u0643 \u0643\u0644\u062a\u0645\u064a .\u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 \u0646\u0627\u0643 \u0627\u0630\u0625 .\u0629\u0644\u0627\u0639\u0641\u0648 \u0629\u0639\u064a\u0631\u0633 \u0629\u0642\u064a\u0631\u0637\u0628 \u0629\u062f\u0642\u0639\u0645 \u062a\u0644\u0627\u064a\u0644\u062d\u062a \u0621\u0627\u0631\u062c\u0625 \u0645\u0647\u0633\u064a \u0646\u0623 \u0646\u0643\u0645\u064a \u062a\u0627\u063a\u0644\u0644\u0627 \u0647\u0630\u0647 \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u0625\u0641 \u060c\u0629\u064a\u0644\u064a\u0644\u062d\u062a \u0629\u064a\u0644\u0642\u0639 \u0643\u064a\u062f\u0644 .\u0644\u0645\u0639\u0644\u0627 \u062c\u0626\u0627\u062a\u0646 \u0646\u064a\u0633\u062d\u062a \u064a\u0641 \u0631\u064a\u0628\u0643 \u0644\u0643\u0634\u0628"}, {"self_ref": "#/texts/2", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 208.10402, "t": 592.67206, "r": 208.10402, "b": 579.38806, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 1]}], "orig": "\u064b", "text": "\u064b"}, {"self_ref": "#/texts/3", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 509.34990999999997, "t": 578.03198, "r": 509.34990999999997, "b": 564.74799, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 1]}], "orig": "\u064b", "text": "\u064b"}, {"self_ref": "#/texts/4", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 99.863998, "t": 620.75201, "r": 522.23792, "b": 566.06799, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 348]}], "orig": "\u062c\u0627\u0631\u062e\u062a\u0633\u0627\u0648 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0646\u0645 \u0629\u0644\u0626\u0627\u0647 \u062a\u0627\u064a\u0645\u0643 \u0629\u062c\u0644\u0627\u0639\u0645 \u0646\u0643\u0645\u0645\u0644\u0627 \u0646\u0645 \u062d\u0628\u0635\u064a \u060c\u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u062a\u0627\u0631\u0627\u0647\u0645 \u0639\u0645 \u064a\u0644\u064a\u0644\u062d\u062a\u0644\u0627 \u0631\u064a\u0643\u0641\u062a\u0644\u0627 \u0639\u0645\u062a\u062c\u064a \u0627\u0645\u062f\u0646\u0639 \u0630\u064a\u0641\u0646\u062a\u0644Python \u0648 R \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u064a\u062c\u0645\u0631\u0628\u0645\u0644\u0644 \u0646\u0643\u0645\u064a .\u0627\u0647\u0646\u0645 \u062a\u0627\u0647\u062c\u0648\u062a\u0644\u0627\u0648 \u0637\u0627\u0645\u0646\u0644\u0623\u0627 \u0629\u062c\u0630\u0645\u0646\u0644\u0627 \u0644\u062b\u0645 \u060c\u0629\u0645\u062f\u0642\u062a\u0645 \u0629\u064a\u0644\u064a\u0644\u062d\u062a \u062a\u0627\u064a\u0644\u0645\u0639 \u0629\u0642\u062f \u0631\u062b\u0643\u0623 \u062a\u0627\u0631\u0627\u0631\u0642 \u0630\u0627\u062e\u062a\u0627 \u0649\u0644\u0625 \u0627 \u0636\u064a\u0623 \u064a\u062f\u0624\u064a \u0646\u0623 \u0646\u0643\u0645\u064a \u0644\u0628 \u060c\u062a\u0642\u0648\u0644\u0627 \u0631\u0641\u0648\u064a \u0637\u0642\u0641 \u0633\u064a\u0644 \u0627\u0630\u0647 .\u0629\u0631\u064a\u0628\u0643\u0644\u0627 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a\u0648 \u0629\u064a\u0626\u0627\u0635\u062d\u0644\u0625\u0627 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0649\u0644\u0639 \u0629\u0645\u0626\u0627\u0642 \u062a\u0627\u062c\u0627\u062a\u0646\u062a\u0633\u0627 \u0649\u0644\u0639 \u0621\u0627\u0646\u0628 .", "text": "\u062c\u0627\u0631\u062e\u062a\u0633\u0627\u0648 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0646\u0645 \u0629\u0644\u0626\u0627\u0647 \u062a\u0627\u064a\u0645\u0643 \u0629\u062c\u0644\u0627\u0639\u0645 \u0646\u0643\u0645\u0645\u0644\u0627 \u0646\u0645 \u062d\u0628\u0635\u064a \u060c\u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u062a\u0627\u0631\u0627\u0647\u0645 \u0639\u0645 \u064a\u0644\u064a\u0644\u062d\u062a\u0644\u0627 \u0631\u064a\u0643\u0641\u062a\u0644\u0627 \u0639\u0645\u062a\u062c\u064a \u0627\u0645\u062f\u0646\u0639 \u0630\u064a\u0641\u0646\u062a\u0644Python \u0648 R \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u064a\u062c\u0645\u0631\u0628\u0645\u0644\u0644 \u0646\u0643\u0645\u064a .\u0627\u0647\u0646\u0645 \u062a\u0627\u0647\u062c\u0648\u062a\u0644\u0627\u0648 \u0637\u0627\u0645\u0646\u0644\u0623\u0627 \u0629\u062c\u0630\u0645\u0646\u0644\u0627 \u0644\u062b\u0645 \u060c\u0629\u0645\u062f\u0642\u062a\u0645 \u0629\u064a\u0644\u064a\u0644\u062d\u062a \u062a\u0627\u064a\u0644\u0645\u0639 \u0629\u0642\u062f \u0631\u062b\u0643\u0623 \u062a\u0627\u0631\u0627\u0631\u0642 \u0630\u0627\u062e\u062a\u0627 \u0649\u0644\u0625 \u0627 \u0636\u064a\u0623 \u064a\u062f\u0624\u064a \u0646\u0623 \u0646\u0643\u0645\u064a \u0644\u0628 \u060c\u062a\u0642\u0648\u0644\u0627 \u0631\u0641\u0648\u064a \u0637\u0642\u0641 \u0633\u064a\u0644 \u0627\u0630\u0647 .\u0629\u0631\u064a\u0628\u0643\u0644\u0627 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a\u0648 \u0629\u064a\u0626\u0627\u0635\u062d\u0644\u0625\u0627 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0649\u0644\u0639 \u0629\u0645\u0626\u0627\u0642 \u062a\u0627\u062c\u0627\u062a\u0646\u062a\u0633\u0627 \u0649\u0644\u0639 \u0621\u0627\u0646\u0628 ."}, {"self_ref": "#/texts/5", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 92.903999, "t": 551.63202, "r": 522.10596, "b": 496.91799999999995, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 375]}], "orig": "\u0644\u064a\u0644\u062d\u062a\u0644\u0627 \u0646\u0645 \u060c\u062a\u0627\u0642\u064a\u0628\u0637\u062a\u0644\u0627 \u0646\u0645 \u0629\u0639\u0633\u0627\u0648 \u0629\u0639\u0648\u0645\u062c\u0645 \u0645\u0639\u062f\u062a \u0629\u064a\u0646\u063a \u062a\u0627\u0648\u062f\u0623\u0648 \u062a\u0627\u0628\u062a\u0643\u0645Python \u0648 R \u0646\u0645 \u0644\u0643 \u0631\u0641\u0648\u062a \u060c\u0643\u0644\u0630 \u0649\u0644\u0639 \u0629\u0648\u0644\u0627\u0639 \u0649\u0644\u0639 .\u0629\u0641\u0644\u062a\u062e\u0645\u0644\u0627 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 \u0629\u0631\u0643\u062a\u0628\u0645 \u0644\u0648\u0644\u062d \u0631\u064a\u0648\u0637\u062a\u0644 \u062a\u0627\u0628\u062a\u0643\u0645\u0644\u0627 \u0647\u0630\u0647 \u0646\u0645 \u0629\u062f\u0627\u0641\u062a\u0633\u0644\u0627\u0627 \u0646\u064a\u0645\u062f\u062e\u062a\u0633\u0645\u0644\u0644 \u0646\u0643\u0645\u064a .\u064a\u0644\u0644\u0622\u0627 \u0645\u0644\u0639\u062a\u0644\u0627 \u0649\u0644\u0625 \u064a\u0646\u0627\u064a\u0628\u0644\u0627 R \u0631\u0641\u0648\u062a \u0627\u0645\u0646\u064a\u0628 \u060c\u0629\u0621\u0627\u0641\u0643\u0628 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0629\u0631\u0627\u062f\u0644\u0625 Python \u064a\u0641 pandas \u0629\u0628\u062a\u0643\u0645 \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u0643\u0645\u064a \u060c\u0644\u0627\u062b\u0645\u0644\u0627 \u0644\u064a\u0628\u0633 \u0645\u0633\u0631\u0644\u0644 \u0629\u064a\u0648\u0642 \u062a\u0627\u0648\u062f\u0623 .\u0646\u064a\u0644\u0644\u062d\u0645\u0644\u0627\u0648 \u0646\u064a\u062b\u062d\u0627\u0628\u0644\u0644 \u0629\u064a\u0644\u0627\u062b\u0645 \u0627\u0647\u0644\u0639\u062c\u064a \u0627\u0645\u0645 \u060c\u064a\u0626\u0627\u0635\u062d\u0644\u0625\u0627 \u0644\u064a\u0644\u062d\u062a\u0644\u0627\u0648 \u064a\u0646\u0627\u064a\u0628\u0644\u0627", "text": "\u0644\u064a\u0644\u062d\u062a\u0644\u0627 \u0646\u0645 \u060c\u062a\u0627\u0642\u064a\u0628\u0637\u062a\u0644\u0627 \u0646\u0645 \u0629\u0639\u0633\u0627\u0648 \u0629\u0639\u0648\u0645\u062c\u0645 \u0645\u0639\u062f\u062a \u0629\u064a\u0646\u063a \u062a\u0627\u0648\u062f\u0623\u0648 \u062a\u0627\u0628\u062a\u0643\u0645Python \u0648 R \u0646\u0645 \u0644\u0643 \u0631\u0641\u0648\u062a \u060c\u0643\u0644\u0630 \u0649\u0644\u0639 \u0629\u0648\u0644\u0627\u0639 \u0649\u0644\u0639 .\u0629\u0641\u0644\u062a\u062e\u0645\u0644\u0627 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 \u0629\u0631\u0643\u062a\u0628\u0645 \u0644\u0648\u0644\u062d \u0631\u064a\u0648\u0637\u062a\u0644 \u062a\u0627\u0628\u062a\u0643\u0645\u0644\u0627 \u0647\u0630\u0647 \u0646\u0645 \u0629\u062f\u0627\u0641\u062a\u0633\u0644\u0627\u0627 \u0646\u064a\u0645\u062f\u062e\u062a\u0633\u0645\u0644\u0644 \u0646\u0643\u0645\u064a .\u064a\u0644\u0644\u0622\u0627 \u0645\u0644\u0639\u062a\u0644\u0627 \u0649\u0644\u0625 \u064a\u0646\u0627\u064a\u0628\u0644\u0627 R \u0631\u0641\u0648\u062a \u0627\u0645\u0646\u064a\u0628 \u060c\u0629\u0621\u0627\u0641\u0643\u0628 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0629\u0631\u0627\u062f\u0644\u0625 Python \u064a\u0641 pandas \u0629\u0628\u062a\u0643\u0645 \u0645\u0627\u062f\u062e\u062a\u0633\u0627 \u0646\u0643\u0645\u064a \u060c\u0644\u0627\u062b\u0645\u0644\u0627 \u0644\u064a\u0628\u0633 \u0645\u0633\u0631\u0644\u0644 \u0629\u064a\u0648\u0642 \u062a\u0627\u0648\u062f\u0623 .\u0646\u064a\u0644\u0644\u062d\u0645\u0644\u0627\u0648 \u0646\u064a\u062b\u062d\u0627\u0628\u0644\u0644 \u0629\u064a\u0644\u0627\u062b\u0645 \u0627\u0647\u0644\u0639\u062c\u064a \u0627\u0645\u0645 \u060c\u064a\u0626\u0627\u0635\u062d\u0644\u0625\u0627 \u0644\u064a\u0644\u062d\u062a\u0644\u0627\u0648 \u064a\u0646\u0627\u064a\u0628\u0644\u0627"}, {"self_ref": "#/texts/6", "parent": {"cref": "#/body"}, "children": [], "content_layer": "body", "label": "text", "prov": [{"page_no": 1, "bbox": {"l": 96.863998, "t": 482.362, "r": 522.07404, "b": 441.478, "coord_origin": "BOTTOMLEFT"}, "charspan": [0, 267]}], "orig": "Python \u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u064a\u062f\u0624\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u060c\u0629\u064a\u0627\u0647\u0646\u0644\u0627 \u064a\u0641 \u0629\u0631\u0643\u062a\u0628\u0645 \u0644\u0648\u0644\u062d \u0631\u064a\u0641\u0648\u062a\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0646\u064a\u0633\u062d\u062a \u0649\u0644\u0625 \u0629\u064a\u0644\u064a\u0644\u062d\u062a \u0629\u064a\u0644\u0642\u0639 \u0639\u0645 \u0627\u0647\u0644 \u0646\u0648\u0643\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u0629\u0628\u0633\u0627\u0646\u0645\u0644\u0627 \u0629\u064a\u062c\u0645\u0631\u0628\u0644\u0627 \u0628\u064a\u0644\u0627\u0633\u0644\u0623\u0627 \u0642\u064a\u0628\u0637\u062a\u0648 \u0644\u0627\u0639\u0641 \u0644\u0643\u0634\u0628 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a \u0649\u0644\u0639 \u0629\u0631\u062f\u0642\u0644\u0627 \u0646\u0625 .\u0629\u062f\u0642\u0639\u0645\u0644\u0627 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 .\u064a\u0646\u0647\u0645\u0644\u0627\u0648 \u064a\u0635\u062e\u0634\u0644\u0627 \u0621\u0627\u062f\u0644\u0623\u0627 \u0649\u0644\u0639 \u0649\u062f\u0645\u0644\u0627 \u0629\u062f\u064a\u0639\u0628 \u0629\u064a\u0628\u0627\u062c\u064a\u0625 \u062a\u0627\u0631\u064a\u062b\u0623\u062a", "text": "Python \u0648 R \u0629\u063a\u0644\u0628 \u0629\u062c\u0645\u0631\u0628\u0644\u0627 \u064a\u062f\u0624\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u060c\u0629\u064a\u0627\u0647\u0646\u0644\u0627 \u064a\u0641 \u0629\u0631\u0643\u062a\u0628\u0645 \u0644\u0648\u0644\u062d \u0631\u064a\u0641\u0648\u062a\u0648 \u0629\u064a\u062c\u0627\u062a\u0646\u0644\u0625\u0627 \u0646\u064a\u0633\u062d\u062a \u0649\u0644\u0625 \u0629\u064a\u0644\u064a\u0644\u062d\u062a \u0629\u064a\u0644\u0642\u0639 \u0639\u0645 \u0627\u0647\u0644 \u0646\u0648\u0643\u062a \u0646\u0623 \u0646\u0643\u0645\u064a \u0629\u0628\u0633\u0627\u0646\u0645\u0644\u0627 \u0629\u064a\u062c\u0645\u0631\u0628\u0644\u0627 \u0628\u064a\u0644\u0627\u0633\u0644\u0623\u0627 \u0642\u064a\u0628\u0637\u062a\u0648 \u0644\u0627\u0639\u0641 \u0644\u0643\u0634\u0628 \u062a\u0627\u0646\u0627\u064a\u0628\u0644\u0627 \u0644\u064a\u0644\u062d\u062a \u0649\u0644\u0639 \u0629\u0631\u062f\u0642\u0644\u0627 \u0646\u0625 .\u0629\u062f\u0642\u0639\u0645\u0644\u0627 \u062a\u0644\u0627\u0643\u0634\u0645\u0644\u0644 .\u064a\u0646\u0647\u0645\u0644\u0627\u0648 \u064a\u0635\u062e\u0634\u0644\u0627 \u0621\u0627\u062f\u0644\u0623\u0627 \u0649\u0644\u0639 \u0649\u062f\u0645\u0644\u0627 \u0629\u062f\u064a\u0639\u0628 \u0629\u064a\u0628\u0627\u062c\u064a\u0625 \u062a\u0627\u0631\u064a\u062b\u0623\u062a"}], "pictures": [], "tables": [], "key_value_items": [], "form_items": [], "pages": {"1": {"size": {"width": 612.0, "height": 792.0}, "image": null, "page_no": 1}}} |