summaryrefslogtreecommitdiff
path: root/documentation3.pdf
diff options
context:
space:
mode:
authorMichele Simionato <michele.simionato@gmail.com>2015-07-19 07:36:08 +0200
committerMichele Simionato <michele.simionato@gmail.com>2015-07-19 07:36:08 +0200
commit79c669ce71afcd70b49344823b5ccc8a61023f98 (patch)
tree804468b4ce1810ba0502a5b53a60c8815711b12f /documentation3.pdf
parentda7b6d12e18d4d123db61a74c933d5106db59465 (diff)
downloadpython-decorator-git-79c669ce71afcd70b49344823b5ccc8a61023f98.tar.gz
Unified the documentation for Python 2 and 3
Diffstat (limited to 'documentation3.pdf')
-rw-r--r--documentation3.pdf6721
1 files changed, 0 insertions, 6721 deletions
diff --git a/documentation3.pdf b/documentation3.pdf
deleted file mode 100644
index f75e2cc..0000000
--- a/documentation3.pdf
+++ /dev/null
@@ -1,6721 +0,0 @@
-%PDF-1.4
-%“Œ‹ž ReportLab Generated PDF document http://www.reportlab.com
-1 0 obj
-<< /F1 2 0 R /F2 3 0 R /F3 4 0 R /F4 7 0 R /F5 46 0 R /F6 48 0 R >>
-endobj
-2 0 obj
-<< /BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font >>
-endobj
-3 0 obj
-<< /BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font >>
-endobj
-4 0 obj
-<< /BaseFont /Courier-Bold /Encoding /WinAnsiEncoding /Name /F3 /Subtype /Type1 /Type /Font >>
-endobj
-5 0 obj
-<< /A << /S /URI /Type /Action /URI (mailto:michele.simionato@gmail.com) >> /Border [ 0 0 0 ] /Rect [ 153.7323 704.7736 289.4623 716.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-6 0 obj
-<< /A << /S /URI /Type /Action /URI (http://pypi.python.org/pypi/decorator/3.4.1) >> /Border [ 0 0 0 ] /Rect [ 153.7323 659.7736 526.5827 671.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-7 0 obj
-<< /BaseFont /Courier /Encoding /WinAnsiEncoding /Name /F4 /Subtype /Type1 /Type /Font >>
-endobj
-8 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 45 0 R /XYZ 62.69291 275.0236 0 ] /Rect [ 62.69291 560.7736 121.0229 572.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-9 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 45 0 R /XYZ 62.69291 275.0236 0 ] /Rect [ 527.0227 560.7736 532.5827 572.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-10 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 49 0 R /XYZ 62.69291 633.0236 0 ] /Rect [ 62.69291 542.7736 114.3629 554.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-11 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 49 0 R /XYZ 62.69291 633.0236 0 ] /Rect [ 527.0227 542.7736 532.5827 554.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-12 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 49 0 R /XYZ 62.69291 396.0236 0 ] /Rect [ 62.69291 524.7736 183.2629 536.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-13 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 49 0 R /XYZ 62.69291 396.0236 0 ] /Rect [ 527.0227 524.7736 532.5827 536.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-14 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 51 0 R /XYZ 62.69291 373.4236 0 ] /Rect [ 62.69291 506.7736 122.1429 518.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-15 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 51 0 R /XYZ 62.69291 373.4236 0 ] /Rect [ 527.0227 506.7736 532.5827 518.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-16 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 52 0 R /XYZ 62.69291 370.2236 0 ] /Rect [ 62.69291 488.7736 72.69291 500.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-17 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 52 0 R /XYZ 62.69291 370.2236 0 ] /Rect [ 72.69291 488.7736 108.6929 500.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-18 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 52 0 R /XYZ 62.69291 370.2236 0 ] /Rect [ 108.6929 488.7736 154.8129 500.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-19 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 52 0 R /XYZ 62.69291 370.2236 0 ] /Rect [ 527.0227 488.7736 532.5827 500.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-20 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 54 0 R /XYZ 62.69291 501.4236 0 ] /Rect [ 62.69291 470.7736 164.3629 482.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-21 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 54 0 R /XYZ 62.69291 501.4236 0 ] /Rect [ 527.0227 470.7736 532.5827 482.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-22 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 55 0 R /XYZ 62.69291 729.0236 0 ] /Rect [ 62.69291 452.7736 122.6929 464.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-23 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 55 0 R /XYZ 62.69291 729.0236 0 ] /Rect [ 122.6929 452.7736 188.2729 464.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-24 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 55 0 R /XYZ 62.69291 729.0236 0 ] /Rect [ 527.0227 452.7736 532.5827 464.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-25 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 55 0 R /XYZ 62.69291 302.4236 0 ] /Rect [ 62.69291 434.7736 110.6929 446.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-26 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 55 0 R /XYZ 62.69291 302.4236 0 ] /Rect [ 527.0227 434.7736 532.5827 446.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-27 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 56 0 R /XYZ 62.69291 422.6236 0 ] /Rect [ 62.69291 416.7736 92.69291 428.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-28 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 56 0 R /XYZ 62.69291 422.6236 0 ] /Rect [ 527.0227 416.7736 532.5827 428.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-29 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 58 0 R /XYZ 62.69291 563.8236 0 ] /Rect [ 62.69291 398.7736 139.9329 410.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-30 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 58 0 R /XYZ 62.69291 563.8236 0 ] /Rect [ 527.0227 398.7736 532.5827 410.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-31 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 59 0 R /XYZ 62.69291 657.0236 0 ] /Rect [ 62.69291 380.7736 83.25291 392.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-32 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 59 0 R /XYZ 62.69291 657.0236 0 ] /Rect [ 83.25291 380.7736 167.2529 392.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-33 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 59 0 R /XYZ 62.69291 657.0236 0 ] /Rect [ 167.2529 380.7736 192.2729 392.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-34 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 59 0 R /XYZ 62.69291 657.0236 0 ] /Rect [ 521.4627 380.7736 532.5827 392.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-35 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 61 0 R /XYZ 62.69291 681.0236 0 ] /Rect [ 62.69291 362.7736 177.1629 374.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-36 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 61 0 R /XYZ 62.69291 681.0236 0 ] /Rect [ 521.4627 362.7736 532.5827 374.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-37 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 61 0 R /XYZ 62.69291 222.4236 0 ] /Rect [ 62.69291 344.7736 228.2829 356.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-38 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 61 0 R /XYZ 62.69291 222.4236 0 ] /Rect [ 521.4627 344.7736 532.5827 356.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-39 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 64 0 R /XYZ 62.69291 465.4236 0 ] /Rect [ 62.69291 326.7736 174.3929 338.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-40 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 64 0 R /XYZ 62.69291 465.4236 0 ] /Rect [ 521.4627 326.7736 532.5827 338.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-41 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 71 0 R /XYZ 62.69291 631.8236 0 ] /Rect [ 62.69291 308.7736 155.4829 320.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-42 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 71 0 R /XYZ 62.69291 631.8236 0 ] /Rect [ 521.4627 308.7736 532.5827 320.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-43 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 71 0 R /XYZ 62.69291 280.8236 0 ] /Rect [ 62.69291 290.7736 106.5829 302.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-44 0 obj
-<< /Border [ 0 0 0 ] /Contents () /Dest [ 71 0 R /XYZ 62.69291 280.8236 0 ] /Rect [ 521.4627 290.7736 532.5827 302.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-45 0 obj
-<< /Annots [ 5 0 R 6 0 R 8 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R
- 16 0 R 17 0 R 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R
- 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R
- 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R ] /Contents 93 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-46 0 obj
-<< /BaseFont /Helvetica-Oblique /Encoding /WinAnsiEncoding /Name /F5 /Subtype /Type1 /Type /Font >>
-endobj
-47 0 obj
-<< /A << /S /URI /Type /Action /URI (http://www.python.org/moin/PythonDecoratorLibrary) >> /Border [ 0 0 0 ] /Rect [ 219.6428 321.7736 449.1728 333.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-48 0 obj
-<< /BaseFont /Courier-Oblique /Encoding /WinAnsiEncoding /Name /F6 /Subtype /Type1 /Type /Font >>
-endobj
-49 0 obj
-<< /Annots [ 47 0 R ] /Contents 94 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-50 0 obj
-<< /A << /S /URI /Type /Action /URI (https://docs.python.org/3/library/functools.html#functools.update_wrapper) >> /Border [ 0 0 0 ] /Rect [ 151.0486 753.7736 270.69 765.7736 ] /Subtype /Link /Type /Annot >>
-endobj
-51 0 obj
-<< /Annots [ 50 0 R ] /Contents 95 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-52 0 obj
-<< /Contents 96 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-53 0 obj
-<< /A << /S /URI /Type /Action /URI (http://www.python.org/dev/peps/pep-3107/) >> /Border [ 0 0 0 ] /Rect [ 231.6368 463.1736 323.0741 475.1736 ] /Subtype /Link /Type /Annot >>
-endobj
-54 0 obj
-<< /Annots [ 53 0 R ] /Contents 97 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-55 0 obj
-<< /Contents 98 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-56 0 obj
-<< /Contents 99 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-57 0 obj
-<< /Contents 100 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-58 0 obj
-<< /Contents 101 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-59 0 obj
-<< /Contents 102 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-60 0 obj
-<< /A << /S /URI /Type /Action /URI (http://bugs.python.org/issue1764286) >> /Border [ 0 0 0 ] /Rect [ 137.6966 388.3736 180.8679 400.3736 ] /Subtype /Link /Type /Annot >>
-endobj
-61 0 obj
-<< /Annots [ 60 0 R ] /Contents 103 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-62 0 obj
-<< /A << /S /URI /Type /Action /URI (http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691) >> /Border [ 0 0 0 ] /Rect [ 62.69291 576.5736 363.4029 588.5736 ] /Subtype /Link /Type /Annot >>
-endobj
-63 0 obj
-<< /Annots [ 62 0 R ] /Contents 104 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-64 0 obj
-<< /Contents 105 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-65 0 obj
-<< /A << /S /URI /Type /Action /URI (http://www.python.org/dev/peps/pep-0362) >> /Border [ 0 0 0 ] /Rect [ 301.1597 371.3736 317.8397 383.3736 ] /Subtype /Link /Type /Annot >>
-endobj
-66 0 obj
-<< /Annots [ 65 0 R ] /Contents 106 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-67 0 obj
-<< /A << /S /URI /Type /Action /URI (http://www.python.org/dev/peps/pep-3107/) >> /Border [ 0 0 0 ] /Rect [ 384.6306 581.5736 474.9013 593.5736 ] /Subtype /Link /Type /Annot >>
-endobj
-68 0 obj
-<< /A << /S /URI /Type /Action /URI (http://docutils.sourceforge.net/) >> /Border [ 0 0 0 ] /Rect [ 476.7077 557.5736 515.9027 569.5736 ] /Subtype /Link /Type /Annot >>
-endobj
-69 0 obj
-<< /A << /S /URI /Type /Action /URI (http://pygments.org/) >> /Border [ 0 0 0 ] /Rect [ 62.69291 545.5736 108.8229 557.5736 ] /Subtype /Link /Type /Annot >>
-endobj
-70 0 obj
-<< /A << /S /URI /Type /Action /URI (http://www.phyast.pitt.edu/~micheles/python/documentation.html#class-decorators-and-decorator-factories) >> /Border [ 0 0 0 ] /Rect [ 364.2921 407.5736 531.64 419.5736 ] /Subtype /Link /Type /Annot >>
-endobj
-71 0 obj
-<< /Annots [ 67 0 R 68 0 R 69 0 R 70 0 R ] /Contents 107 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0
- /Trans << >> /Type /Page >>
-endobj
-72 0 obj
-<< /Contents 108 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 92 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] >> /Rotate 0 /Trans << >>
- /Type /Page >>
-endobj
-73 0 obj
-<< /Outlines 75 0 R /PageLabels 109 0 R /PageMode /UseNone /Pages 92 0 R /Type /Catalog >>
-endobj
-74 0 obj
-<< /Author (Michele Simionato) /CreationDate (D:20150316162017-01'00') /Creator (\(unspecified\)) /Keywords () /Producer (ReportLab PDF Library - www.reportlab.com) /Subject (\(unspecified\))
- /Title (The decorator module) >>
-endobj
-75 0 obj
-<< /Count 16 /First 76 0 R /Last 91 0 R /Type /Outlines >>
-endobj
-76 0 obj
-<< /Dest [ 45 0 R /XYZ 62.69291 275.0236 0 ] /Next 77 0 R /Parent 75 0 R /Title (Introduction) >>
-endobj
-77 0 obj
-<< /Dest [ 49 0 R /XYZ 62.69291 633.0236 0 ] /Next 78 0 R /Parent 75 0 R /Prev 76 0 R /Title (Definitions) >>
-endobj
-78 0 obj
-<< /Dest [ 49 0 R /XYZ 62.69291 396.0236 0 ] /Next 79 0 R /Parent 75 0 R /Prev 77 0 R /Title (Statement of the problem) >>
-endobj
-79 0 obj
-<< /Dest [ 51 0 R /XYZ 62.69291 373.4236 0 ] /Next 80 0 R /Parent 75 0 R /Prev 78 0 R /Title (The solution) >>
-endobj
-80 0 obj
-<< /Dest [ 52 0 R /XYZ 62.69291 370.2236 0 ] /Next 81 0 R /Parent 75 0 R /Prev 79 0 R /Title (A trace decorator) >>
-endobj
-81 0 obj
-<< /Dest [ 54 0 R /XYZ 62.69291 501.4236 0 ] /Next 82 0 R /Parent 75 0 R /Prev 80 0 R /Title (Function annotations) >>
-endobj
-82 0 obj
-<< /Dest [ 55 0 R /XYZ 62.69291 729.0236 0 ] /Next 83 0 R /Parent 75 0 R /Prev 81 0 R /Title (decorator is a decorator) >>
-endobj
-83 0 obj
-<< /Dest [ 55 0 R /XYZ 62.69291 302.4236 0 ] /Next 84 0 R /Parent 75 0 R /Prev 82 0 R /Title (blocking) >>
-endobj
-84 0 obj
-<< /Dest [ 56 0 R /XYZ 62.69291 422.6236 0 ] /Next 85 0 R /Parent 75 0 R /Prev 83 0 R /Title (async) >>
-endobj
-85 0 obj
-<< /Dest [ 58 0 R /XYZ 62.69291 563.8236 0 ] /Next 86 0 R /Parent 75 0 R /Prev 84 0 R /Title (contextmanager) >>
-endobj
-86 0 obj
-<< /Dest [ 59 0 R /XYZ 62.69291 657.0236 0 ] /Next 87 0 R /Parent 75 0 R /Prev 85 0 R /Title (The FunctionMaker class) >>
-endobj
-87 0 obj
-<< /Dest [ 61 0 R /XYZ 62.69291 681.0236 0 ] /Next 88 0 R /Parent 75 0 R /Prev 86 0 R /Title (Getting the source code) >>
-endobj
-88 0 obj
-<< /Dest [ 61 0 R /XYZ 62.69291 222.4236 0 ] /Next 89 0 R /Parent 75 0 R /Prev 87 0 R /Title (Dealing with third party decorators) >>
-endobj
-89 0 obj
-<< /Dest [ 64 0 R /XYZ 62.69291 465.4236 0 ] /Next 90 0 R /Parent 75 0 R /Prev 88 0 R /Title (Caveats and limitations) >>
-endobj
-90 0 obj
-<< /Dest [ 71 0 R /XYZ 62.69291 631.8236 0 ] /Next 91 0 R /Parent 75 0 R /Prev 89 0 R /Title (Compatibility notes) >>
-endobj
-91 0 obj
-<< /Dest [ 71 0 R /XYZ 62.69291 280.8236 0 ] /Parent 75 0 R /Prev 90 0 R /Title (LICENCE) >>
-endobj
-92 0 obj
-<< /Count 16 /Kids [ 45 0 R 49 0 R 51 0 R 52 0 R 54 0 R 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R
- 61 0 R 63 0 R 64 0 R 66 0 R 71 0 R 72 0 R ] /Type /Pages >>
-endobj
-93 0 obj
-<< /Length 8970 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 741.0236 cm
-q
-BT 1 0 0 1 0 4 Tm 118.8249 0 Td 24 TL /F2 20 Tf 0 0 0 rg (The ) Tj /F3 20 Tf 0 0 0 rg (decorator ) Tj /F2 20 Tf 0 0 0 rg (module) Tj T* -118.8249 0 Td ET
-Q
-Q
-q
-1 0 0 1 62.69291 716.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 36.93937 0 Td (Author:) Tj T* -36.93937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Michele Simionato) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 701.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 39.69937 0 Td (E-mail:) Tj T* -39.69937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 .501961 rg (michele.simionato@gmail.com) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 686.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 33.02937 0 Td (Version:) Tj T* -33.02937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (3.4.1 \(2015-03-16\)) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 671.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 26.91937 0 Td (Requires:) Tj T* -26.91937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Python 2.4+) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 644.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F2 10 Tf 12 TL 25.25937 0 Td (Download) Tj T* 21.11 0 Td (page:) Tj T* -46.36937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 15 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (http://pypi.python.org/pypi/decorator/3.4.1) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 629.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 16.91937 0 Td (Installation:) Tj T* -16.91937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F4 10 Tf 0 0 0 rg (easy_install) Tj ( ) Tj (decorator) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 614.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 32.46937 0 Td (License:) Tj T* -32.46937 0 Td ET
-Q
-Q
-q
-1 0 0 1 91.03937 3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (BSD license) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 581.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Contents) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 287.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 0 273 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Introduction) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 273 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (1) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 255 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Definitions) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 255 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (2) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 237 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Statement of the problem) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 237 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (2) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 219 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (The solution) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 219 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (3) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 201 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (A ) Tj /F3 10 Tf 0 0 0 rg (trace ) Tj /F2 10 Tf 0 0 .501961 rg (decorator) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 201 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (4) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 183 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Function annotations) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 183 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (5) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 165 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (decorator ) Tj /F2 10 Tf 0 0 .501961 rg (is a decorator) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 165 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (6) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 147 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (blocking) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 147 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (6) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 129 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (async) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 129 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (7) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 111 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (contextmanager) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 111 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 66.44 0 Td (9) Tj T* -66.44 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 93 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (The ) Tj /F3 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F2 10 Tf 0 0 .501961 rg (class) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 93 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (10) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 75 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Getting the source code) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 75 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (11) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 57 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Dealing with third party decorators) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 57 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (11) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 39 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Caveats and limitations) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 39 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (13) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 21 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (Compatibility notes) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 21 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (15) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-1 0 0 1 0 3 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F2 10 Tf 0 0 .501961 rg (LICENCE) Tj T* ET
-Q
-Q
-q
-1 0 0 1 397.8898 3 cm
-q
-0 0 .501961 rg
-0 0 .501961 RG
-BT 1 0 0 1 0 2 Tm /F2 10 Tf 12 TL 60.88 0 Td (15) Tj T* -60.88 0 Td ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 254.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Introduction) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 188.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 50 Tm /F1 10 Tf 12 TL 3.995366 Tw (Python decorators are an interesting example of why syntactic sugar matters. In principle, their) Tj T* 0 Tw .151235 Tw (introduction in Python 2.4 changed nothing, since they do not provide any new functionality which was not) Tj T* 0 Tw 2.238555 Tw (already present in the language. In practice, their introduction has significantly changed the way we) Tj T* 0 Tw .098409 Tw (structure our programs in Python. I believe the change is for the best, and that decorators are a great idea) Tj T* 0 Tw (since:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 182.0236 cm
-Q
-q
-1 0 0 1 62.69291 182.0236 cm
-Q
-q
-1 0 0 1 62.69291 170.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (decorators help reducing boilerplate code;) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 164.0236 cm
-Q
-q
-1 0 0 1 62.69291 152.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (decorators help separation of concerns;) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 146.0236 cm
-Q
-q
-1 0 0 1 62.69291 134.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (decorators enhance readability and maintenability;) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 128.0236 cm
-Q
-q
-1 0 0 1 62.69291 116.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (decorators are explicit.) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 116.0236 cm
-Q
-
-endstream
-endobj
-94 0 obj
-<< /Length 12226 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 729.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .848876 Tw (Still, as of now, writing custom decorators correctly requires some experience and it is not as easy as it) Tj T* 0 Tw 1.049269 Tw (could be. For instance, typical implementations of decorators involve nested functions, and we all know) Tj T* 0 Tw (that flat is better than nested.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 675.0236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.093735 Tw 12 TL /F1 10 Tf 0 0 0 rg (The aim of the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module it to simplify the usage of decorators for the average programmer,) Tj T* 0 Tw 2.456136 Tw (and to popularize decorators by showing various non-trivial examples. Of course, as all techniques,) Tj T* 0 Tw 2.234987 Tw (decorators can be abused \(I have seen that\) and you should not try to solve every problem with a) Tj T* 0 Tw (decorator, just because you can.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 645.0236 cm
-q
-BT 1 0 0 1 0 14 Tm .13561 Tw 12 TL /F1 10 Tf 0 0 0 rg (You may find the source code for all the examples discussed here in the ) Tj /F4 10 Tf 0 0 0 rg (documentation.py ) Tj /F1 10 Tf 0 0 0 rg (file, which) Tj T* 0 Tw (contains this documentation in the form of doctests.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 612.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Definitions) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 570.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 2.37561 Tw (Technically speaking, any Python object which can be called with one argument can be used as a) Tj T* 0 Tw .472339 Tw (decorator. However, this definition is somewhat too large to be really useful. It is more convenient to split) Tj T* 0 Tw (the generic class of decorators in two subclasses:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 564.0236 cm
-Q
-q
-1 0 0 1 62.69291 564.0236 cm
-Q
-q
-1 0 0 1 62.69291 540.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 9 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-BT 1 0 0 1 0 14 Tm 2.68748 Tw 12 TL /F5 10 Tf 0 0 0 rg (signature-preserving ) Tj /F1 10 Tf (decorators, i.e. callable objects taking a function as input and returning a) Tj T* 0 Tw (function ) Tj /F5 10 Tf (with the same signature ) Tj /F1 10 Tf (as output;) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 534.0236 cm
-Q
-q
-1 0 0 1 62.69291 510.0236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-q
-1 0 0 1 6 9 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL 10.5 0 Td (\177) Tj T* -10.5 0 Td ET
-Q
-Q
-q
-1 0 0 1 23 -3 cm
-q
-BT 1 0 0 1 0 14 Tm 1.43498 Tw 12 TL /F5 10 Tf 0 0 0 rg (signature-changing ) Tj /F1 10 Tf (decorators, i.e. decorators that change the signature of their input function, or) Tj T* 0 Tw (decorators returning non-callable objects.) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 510.0236 cm
-Q
-q
-1 0 0 1 62.69291 468.0236 cm
-q
-BT 1 0 0 1 0 26 Tm 2.832706 Tw 12 TL /F1 10 Tf 0 0 0 rg (Signature-changing decorators have their use: for instance the builtin classes ) Tj /F4 10 Tf 0 0 0 rg (staticmethod ) Tj /F1 10 Tf 0 0 0 rg (and) Tj T* 0 Tw 1.506651 Tw /F4 10 Tf 0 0 0 rg (classmethod ) Tj /F1 10 Tf 0 0 0 rg (are in this group, since they take functions and return descriptor objects which are not) Tj T* 0 Tw (functions, nor callables.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 438.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 1.735814 Tw (However, signature-preserving decorators are more common and easier to reason about; in particular) Tj T* 0 Tw (signature-preserving decorators can be composed together whereas other decorators in general cannot.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 408.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .494983 Tw (Writing signature-preserving decorators from scratch is not that obvious, especially if one wants to define) Tj T* 0 Tw (proper decorators that can accept functions with any signature. A simple example will clarify the issue.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 375.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Statement of the problem) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 297.0236 cm
-q
-BT 1 0 0 1 0 62 Tm .351235 Tw 12 TL /F1 10 Tf 0 0 0 rg (A very common use case for decorators is the memoization of functions. A ) Tj /F4 10 Tf 0 0 0 rg (memoize ) Tj /F1 10 Tf 0 0 0 rg (decorator works by) Tj T* 0 Tw .871988 Tw (caching the result of the function call in a dictionary, so that the next time the function is called with the) Tj T* 0 Tw 2.350651 Tw (same input parameters the result is retrieved from the cache and not recomputed. There are many) Tj T* 0 Tw 2.92247 Tw (implementations of ) Tj /F4 10 Tf 0 0 0 rg (memoize ) Tj /F1 10 Tf 0 0 0 rg (in ) Tj 0 0 .501961 rg (http://www.python.org/moin/PythonDecoratorLibrary) Tj 0 0 0 rg (, but they do not) Tj T* 0 Tw 2.683984 Tw (preserve the signature. A simple implementation could be the following \(notice that in general it is) Tj T* 0 Tw (impossible to memoize correctly something that depends on non-hashable arguments\):) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 95.82362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 192 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 168.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 168.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 84 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 168.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 114 168.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 156.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 90 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 156.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 132.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 132.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 90 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 132.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 132.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 132.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 132.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 120.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 120.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 78 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 120.75 246 12 re f*
-.960784 .960784 .862745 rg
-n 72 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 132 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 108.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 198 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 216 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 108.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 276 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 96.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 90 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 108 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 138 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 144 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 168 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 192 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 228 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 234 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 240 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 264 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 288 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 300 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 84 12 re f*
-.960784 .960784 .862745 rg
-n 210 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 258 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 270 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 294 .75 6 12 re f*
-BT 1 0 0 1 0 170 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (memoize_uw) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (memoize) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# frozenset is used to ensure hashability) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (frozenset) Tj 0 0 0 rg (\() Tj 0 0 0 rg (kw) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (iteritems) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (cache) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ([) Tj 0 0 0 rg (key) Tj 0 0 0 rg (]) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ([) Tj 0 0 0 rg (key) Tj 0 0 0 rg (]) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (functools) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (update_wrapper) Tj 0 0 0 rg (\() Tj 0 0 0 rg (memoize) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-95 0 obj
-<< /Length 16361 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 717.0236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.801412 Tw 12 TL /F1 10 Tf 0 0 0 rg (Here we used the ) Tj 0 0 .501961 rg (functools.update_wrapper ) Tj 0 0 0 rg (utility, which has been added in Python 2.5 expressly to) Tj T* 0 Tw .91686 Tw (simplify the definition of decorators \(in older versions of Python you need to copy the function attributes) Tj T* 0 Tw .580814 Tw /F4 10 Tf 0 0 0 rg (__name__) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (__doc__) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (__module__ ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (__dict__ ) Tj /F1 10 Tf 0 0 0 rg (from the original function to the decorated function) Tj T* 0 Tw (by hand\).) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 675.0236 cm
-q
-BT 1 0 0 1 0 26 Tm 2.517126 Tw 12 TL /F1 10 Tf 0 0 0 rg (The implementation above works in the sense that the decorator can accept functions with generic) Tj T* 0 Tw 1.233615 Tw (signatures; unfortunately this implementation does ) Tj /F5 10 Tf (not ) Tj /F1 10 Tf (define a signature-preserving decorator, since in) Tj T* 0 Tw (general ) Tj /F4 10 Tf 0 0 0 rg (memoize_uw ) Tj /F1 10 Tf 0 0 0 rg (returns a function with a ) Tj /F5 10 Tf (different signature ) Tj /F1 10 Tf (from the original function.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 657.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Consider for instance the following case:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 587.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 108 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 12.75 192 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 6 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@memoize_uw) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f1) Tj 0 0 0 rg (\() Tj 0 0 0 rg (x) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# simulate some long computation) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (x) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 555.8236 cm
-q
-BT 1 0 0 1 0 14 Tm .26311 Tw 12 TL /F1 10 Tf 0 0 0 rg (Here the original function takes a single argument named ) Tj /F4 10 Tf 0 0 0 rg (x) Tj /F1 10 Tf 0 0 0 rg (, but the decorated function takes any number) Tj T* 0 Tw (of arguments and keyword arguments:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 498.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 144 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 138 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 42 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 186 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 246 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 276 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 288 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 336 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 342 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 366 .75 6 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (from) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (inspect) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (import) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (getargspec) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (getargspec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* 0 0 0 rg (ArgSpec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (args) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ([],) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (varargs) Tj .4 .4 .4 rg (=) Tj .729412 .129412 .129412 rg ('args') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (keywords) Tj .4 .4 .4 rg (=) Tj .729412 .129412 .129412 rg ('kw') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (defaults) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 454.6236 cm
-q
-BT 1 0 0 1 0 26 Tm .411235 Tw 12 TL /F1 10 Tf 0 0 0 rg (This means that introspection tools such as pydoc will give wrong informations about the signature of ) Tj /F4 10 Tf 0 0 0 rg (f1) Tj /F1 10 Tf 0 0 0 rg (.) Tj T* 0 Tw .161654 Tw (This is pretty bad: pydoc will tell you that the function accepts a generic signature ) Tj /F4 10 Tf 0 0 0 rg (*args) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (**kw) Tj /F1 10 Tf 0 0 0 rg (, but when) Tj T* 0 Tw (you try to call the function with more than an argument, you will get an error:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 385.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 36 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 192 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 18 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 54 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 96 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 180 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 192 .75 60 12 re f*
-.960784 .960784 .862745 rg
-n 258 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 312 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 318 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 330 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 360 .75 6 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg (Traceback) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (most) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (recent) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (call) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (last) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* /F3 10 Tf .823529 .254902 .227451 rg (TypeError) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (takes) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (exactly) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (positional) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argument) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (2) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (given) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 352.4236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (The solution) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 310.4236 cm
-q
-BT 1 0 0 1 0 26 Tm 3.313984 Tw 12 TL /F1 10 Tf 0 0 0 rg (The solution is to provide a generic factory of generators, which hides the complexity of making) Tj T* 0 Tw 3.362976 Tw (signature-preserving decorators from the application programmer. The ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (function in the) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module is such a factory:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 277.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 24 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 54 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 54 12 re f*
-BT 1 0 0 1 0 2 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (from) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (decorator) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (import) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (decorator) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 221.2236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.716412 Tw 12 TL /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (takes two arguments, a caller function describing the functionality of the decorator and a) Tj T* 0 Tw 2.594983 Tw (function to be decorated; it returns the decorated function. The caller function must have signature) Tj T* 0 Tw .19311 Tw /F4 10 Tf 0 0 0 rg (\(f,) Tj ( ) Tj (*args,) Tj ( ) Tj (**kw\) ) Tj /F1 10 Tf 0 0 0 rg (and it must call the original function ) Tj /F4 10 Tf 0 0 0 rg (f ) Tj /F1 10 Tf 0 0 0 rg (with arguments ) Tj /F4 10 Tf 0 0 0 rg (args ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (kw) Tj /F1 10 Tf 0 0 0 rg (, implementing) Tj T* 0 Tw (the wanted capability, i.e. memoization in this case:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 92.02362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 120 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 96.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 102 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 96.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 144 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 168 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 180 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 54 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 84.75 246 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 72.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 174 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 72.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 192 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 72.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 252 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 144 36.75 174 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 114 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 144 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 6 12 re f*
-BT 1 0 0 1 0 98 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (_memoize) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# frozenset is used to ensure hashability) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (frozenset) Tj 0 0 0 rg (\() Tj 0 0 0 rg (kw) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (iteritems) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# attributed added by memoize) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (key) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ([) Tj 0 0 0 rg (key) Tj 0 0 0 rg (]) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-96 0 obj
-<< /Length 18477 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 727.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 48 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 102 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 168 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 204 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 210 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 240 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 264 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 276 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 36 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ([) Tj 0 0 0 rg (key) Tj 0 0 0 rg (]) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 707.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (At this point you can define your decorator as follows:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 650.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 174 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 192 .75 6 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (memoize) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (cache) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (decorator) Tj 0 0 0 rg (\() Tj 0 0 0 rg (_memoize) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 606.6236 cm
-q
-BT 1 0 0 1 0 26 Tm .12561 Tw 12 TL /F1 10 Tf 0 0 0 rg (The difference with respect to the ) Tj /F4 10 Tf 0 0 0 rg (memoize_uw ) Tj /F1 10 Tf 0 0 0 rg (approach, which is based on nested functions, is that the) Tj T* 0 Tw 2.59528 Tw (decorator module forces you to lift the inner function at the outer level \() Tj /F5 10 Tf (flat is better than nested) Tj /F1 10 Tf (\).) Tj T* 0 Tw (Moreover, you are forced to pass explicitly the function you want to decorate to the caller function.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 588.6236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Here is a test of usage:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 447.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 132 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 108.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 0 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 96.75 102 12 re f*
-.960784 .960784 .862745 rg
-n 150 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 84.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 108 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 72.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 48.75 102 12 re f*
-.960784 .960784 .862745 rg
-n 162 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 186 48.75 234 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 102 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 186 12.75 252 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 24 12 re f*
-BT 1 0 0 1 0 110 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@memoize) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (heavy_computation) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("done") Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (heavy_computation) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the first time it will take 2 seconds) Tj /F4 10 Tf 0 0 0 rg T* 0 0 0 rg (done) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (heavy_computation) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the second time it will be instantaneous) Tj /F4 10 Tf 0 0 0 rg T* 0 0 0 rg (done) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 427.4236 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (The signature of ) Tj /F4 10 Tf 0 0 0 rg (heavy_computation ) Tj /F1 10 Tf 0 0 0 rg (is the one you would expect:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 382.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 102 12 re f*
-.960784 .960784 .862745 rg
-n 228 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 42 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 174 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 234 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 240 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 264 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 324 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 330 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 354 .75 6 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (getargspec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (heavy_computation) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* 0 0 0 rg (ArgSpec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (args) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ([],) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (varargs) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (keywords) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (defaults) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 349.2236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (A ) Tj /F3 17.5 Tf 0 0 0 rg (trace ) Tj /F2 17.5 Tf 0 0 0 rg (decorator) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 319.2236 cm
-q
-BT 1 0 0 1 0 14 Tm .479398 Tw 12 TL /F1 10 Tf 0 0 0 rg (As an additional example, here is how you can define a trivial ) Tj /F4 10 Tf 0 0 0 rg (trace ) Tj /F1 10 Tf 0 0 0 rg (decorator, which prints a message) Tj T* 0 Tw (everytime the traced function is called:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 250.0236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 114 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 138 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 174 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 210 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 234 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 240 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 246 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 264 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 288 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 300 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 318 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 354 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 360 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 372 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 192 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 204 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 222 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 234 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 252 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 270 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 282 12.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 330 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 342 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 366 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 378 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 408 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (_trace) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (kwstr) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (', ') Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (join) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg (') Tj /F3 10 Tf .733333 .4 .533333 rg (%r) Tj /F4 10 Tf .729412 .129412 .129412 rg (: ) Tj /F3 10 Tf .733333 .4 .533333 rg (%r) Tj /F4 10 Tf .729412 .129412 .129412 rg (') Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (%) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (k) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kw) Tj 0 0 0 rg ([) Tj 0 0 0 rg (k) Tj 0 0 0 rg (]\)) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (for) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (k) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (sorted) Tj 0 0 0 rg (\() Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ("calling ) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg ( with args ) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (, {) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (}") Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (%) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__name__) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kwstr) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 204.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 .75 6 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (trace) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (decorator) Tj 0 0 0 rg (\() Tj 0 0 0 rg (_trace) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 184.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Here is an example of usage:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 127.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f1) Tj 0 0 0 rg (\() Tj 0 0 0 rg (x) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 107.6236 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (It is immediate to verify that ) Tj /F4 10 Tf 0 0 0 rg (f1 ) Tj /F1 10 Tf 0 0 0 rg (works) Tj T* ET
-Q
-Q
-
-endstream
-endobj
-97 0 obj
-<< /Length 21381 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 727.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 12 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg (calling) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (with) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (,\),) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 707.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (and it that it has the correct signature:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 662.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 138 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 42 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 192 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 252 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 258 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 282 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 294 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 342 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 348 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 372 .75 6 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (getargspec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* 0 0 0 rg (ArgSpec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (args) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ([) Tj .729412 .129412 .129412 rg ('x') Tj 0 0 0 rg (],) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (varargs) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (keywords) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (defaults) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 642.6236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The same decorator works with functions of any signature:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 513.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 474 120 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 192 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 204 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 90 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 186 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 42 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 180 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 222 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 264 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 324 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 330 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 354 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 366 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 414 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 420 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 426 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 432 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 444 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 450 .75 12 12 re f*
-BT 1 0 0 1 0 98 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\() Tj 0 0 0 rg (x) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (y) Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (z) Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (3) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg (calling) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (with) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (3) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\),) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (getargspec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* 0 0 0 rg (ArgSpec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (args) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ([) Tj .729412 .129412 .129412 rg ('x') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('y') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('z') Tj 0 0 0 rg (],) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (varargs) Tj .4 .4 .4 rg (=) Tj .729412 .129412 .129412 rg ('args') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (keywords) Tj .4 .4 .4 rg (=) Tj .729412 .129412 .129412 rg ('kw') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (defaults) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 480.4236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Function annotations) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 426.4236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.937318 Tw 12 TL /F1 10 Tf 0 0 0 rg (Python 3 introduced the concept of ) Tj 0 0 .501961 rg (function annotations) Tj 0 0 0 rg (,i.e. the ability to annotate the signature of a) Tj T* 0 Tw 2.24816 Tw (function with additional information, stored in a dictionary named ) Tj /F4 10 Tf 0 0 0 rg (__annotations__) Tj /F1 10 Tf 0 0 0 rg (. The decorator) Tj T* 0 Tw 1.923735 Tw (module, starting from release 3.3, is able to understand and to preserve the annotations. Here is an) Tj T* 0 Tw (example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 357.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 120 12 re f*
-.960784 .960784 .862745 rg
-n 198 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 210 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 24.75 108 12 re f*
-.960784 .960784 .862745 rg
-n 336 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 342 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 348 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 360 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 366 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 372 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 378 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 156 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 180 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 192 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 12.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 252 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\() Tj 0 0 0 rg (x) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('the first argument') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (y) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('default argument') Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (z) Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (,) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('varargs') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('kwargs') Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 325.2236 cm
-q
-BT 1 0 0 1 0 14 Tm .596647 Tw 12 TL /F1 10 Tf 0 0 0 rg (In order to introspect functions with annotations, one needs the utility ) Tj /F4 10 Tf 0 0 0 rg (inspect.getfullargspec) Tj /F1 10 Tf 0 0 0 rg (, new) Tj T* 0 Tw (in Python 3:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 148.0236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 168 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 144.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 144.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 144.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 144.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 54 144.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 144.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 144 144.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 0 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 132.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 72 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 132.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 168 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 120.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 120.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 54 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 84 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 0 84.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 84 12 re f*
-BT 1 0 0 1 0 146 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (from) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (inspect) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (import) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (getfullargspec) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (getfullargspec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (args) Tj 0 0 0 rg T* 0 0 0 rg ([) Tj .729412 .129412 .129412 rg ('x') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('y') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('z') Tj 0 0 0 rg (]) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (varargs) Tj 0 0 0 rg T* .729412 .129412 .129412 rg ('args') Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (varkw) Tj 0 0 0 rg T* .729412 .129412 .129412 rg ('kw') Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (defaults) Tj 0 0 0 rg T* 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (kwonlyargs) Tj 0 0 0 rg T* 0 0 0 rg ([]) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (argspec) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (kwonlydefaults) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 128.0236 cm
-q
-BT 1 0 0 1 0 2 Tm 12 TL /F1 10 Tf 0 0 0 rg (You can also check that the ) Tj /F4 10 Tf 0 0 0 rg (__annotations__ ) Tj /F1 10 Tf 0 0 0 rg (dictionary is preserved:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 82.82362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 132 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 228 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 234 12.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 24 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__annotations__) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (==) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__wrapped__) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__annotations__) Tj 0 0 0 rg T* 0 .501961 0 rg (True) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-98 0 obj
-<< /Length 19143 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 741.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .011098 Tw (Depending on the version of the decorator module, the two dictionaries can be the same object or not: you) Tj T* 0 Tw (cannot rely on object identity, but you can rely on the content being the same.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 708.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F3 17.5 Tf 0 0 0 rg (decorator ) Tj /F2 17.5 Tf 0 0 0 rg (is a decorator) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 606.0236 cm
-q
-BT 1 0 0 1 0 86 Tm .643876 Tw 12 TL /F1 10 Tf 0 0 0 rg (It may be annoying to write a caller function \(like the ) Tj /F4 10 Tf 0 0 0 rg (_trace ) Tj /F1 10 Tf 0 0 0 rg (function above\) and then a trivial wrapper) Tj T* 0 Tw 1.510888 Tw (\() Tj /F4 10 Tf 0 0 0 rg (def) Tj ( ) Tj (trace\(f\):) Tj ( ) Tj (return) Tj ( ) Tj (decorator\(_trace,) Tj ( ) Tj (f\)) Tj /F1 10 Tf 0 0 0 rg (\) every time. For this reason, the ) Tj /F4 10 Tf 0 0 0 rg (decorator) Tj T* 0 Tw .334269 Tw /F1 10 Tf 0 0 0 rg (module provides an easy shortcut to convert the caller function into a signature-preserving decorator: you) Tj T* 0 Tw 7.364269 Tw (can just call ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (with a single argument. In our example you can just write) Tj T* 0 Tw .951647 Tw /F4 10 Tf 0 0 0 rg (trace) Tj ( ) Tj (=) Tj ( ) Tj (decorator\(_trace\)) Tj /F1 10 Tf 0 0 0 rg (. The ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (function can also be used as a signature-changing) Tj T* 0 Tw 1.077752 Tw (decorator, just as ) Tj /F4 10 Tf 0 0 0 rg (classmethod ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (staticmethod) Tj /F1 10 Tf 0 0 0 rg (. However, ) Tj /F4 10 Tf 0 0 0 rg (classmethod ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (staticmethod) Tj T* 0 Tw .531797 Tw /F1 10 Tf 0 0 0 rg (return generic objects which are not callable, while ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (returns signature-preserving decorators,) Tj T* 0 Tw (i.e. functions of a single argument. For instance, you can write directly) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 524.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 72 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 132 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 156 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 168 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 174 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 186 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 198 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 210 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 234 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 246 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 258 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 270 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 288 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 312 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 324 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 342 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 378 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 384 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 396 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 138 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 12.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 216 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 228 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 246 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 258 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 276 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 288 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 294 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 300 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 306 12.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 354 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 366 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 390 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 402 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 432 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 168 .75 6 12 re f*
-BT 1 0 0 1 0 50 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@decorator) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (trace) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kwstr) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (', ') Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (join) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg (') Tj /F3 10 Tf .733333 .4 .533333 rg (%r) Tj /F4 10 Tf .729412 .129412 .129412 rg (: ) Tj /F3 10 Tf .733333 .4 .533333 rg (%r) Tj /F4 10 Tf .729412 .129412 .129412 rg (') Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (%) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (k) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kw) Tj 0 0 0 rg ([) Tj 0 0 0 rg (k) Tj 0 0 0 rg (]\)) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (for) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (k) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (sorted) Tj 0 0 0 rg (\() Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ("calling ) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg ( with args ) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (, {) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (}") Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (%) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__name__) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kwstr) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 492.8236 cm
-q
-BT 1 0 0 1 0 14 Tm 1.806654 Tw 12 TL /F1 10 Tf 0 0 0 rg (and now ) Tj /F4 10 Tf 0 0 0 rg (trace ) Tj /F1 10 Tf 0 0 0 rg (will be a decorator. Actually ) Tj /F4 10 Tf 0 0 0 rg (trace ) Tj /F1 10 Tf 0 0 0 rg (is a ) Tj /F4 10 Tf 0 0 0 rg (partial ) Tj /F1 10 Tf 0 0 0 rg (object which can be used as a) Tj T* 0 Tw (decorator:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 447.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 96 .75 12 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (trace) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (function) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (trace) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (at) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (x) Tj .4 .4 .4 rg (...) Tj (>) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 427.6236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Here is an example of usage:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 346.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 72 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 138 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 12 12 re f*
-BT 1 0 0 1 0 50 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (func) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* 0 0 0 rg (calling) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (with) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\(\),) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 314.4236 cm
-q
-BT 1 0 0 1 0 14 Tm 2.44686 Tw 12 TL /F1 10 Tf 0 0 0 rg (If you are using an old Python version \(Python 2.4\) the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module provides a poor man) Tj T* 0 Tw (replacement for ) Tj /F4 10 Tf 0 0 0 rg (functools.partial) Tj /F1 10 Tf 0 0 0 rg (.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 281.4236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F3 17.5 Tf 0 0 0 rg (blocking) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 239.4236 cm
-q
-BT 1 0 0 1 0 26 Tm 1.224692 Tw 12 TL /F1 10 Tf 0 0 0 rg (Sometimes one has to deal with blocking resources, such as ) Tj /F4 10 Tf 0 0 0 rg (stdin) Tj /F1 10 Tf 0 0 0 rg (, and sometimes it is best to have) Tj T* 0 Tw .266235 Tw (back a "busy" message than to block everything. This behavior can be implemented with a suitable family) Tj T* 0 Tw (of decorators, where the parameter is the busy message:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 86.22362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 144 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 120.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 120.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 72 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 120.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 132 120.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 108.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 96 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 150 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 174 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 186 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 90 96.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 132 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 96.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 204 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 228 96.75 114 12 re f*
-.960784 .960784 .862745 rg
-n 72 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 84.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 156 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 72.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 150 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 204 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 72.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 228 72.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 240 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 126 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 60.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 192 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 234 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 240 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 264 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 60.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 336 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 48.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 120 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 156 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 36.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 174 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 282 12 re f*
-BT 1 0 0 1 0 122 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (blocking) Tj 0 0 0 rg (\() Tj 0 0 0 rg (not_avail) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (blocking) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (not) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (hasattr) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("thread") Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# no thread running) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (set_result) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (thread) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (threading) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (Thread) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (set_result) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (thread) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (start) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (not_avail) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (elif) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (thread) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (isAlive) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (not_avail) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the thread is ended, return the stored result) Tj /F4 10 Tf 0 0 0 rg T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-99 0 obj
-<< /Length 13880 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 715.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 72 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 48 12 re f*
-.960784 .960784 .862745 rg
-n 174 .75 6 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (del) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (thread) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (result) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (decorator) Tj 0 0 0 rg (\() Tj 0 0 0 rg (blocking) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 683.8236 cm
-q
-BT 1 0 0 1 0 14 Tm 1.010651 Tw 12 TL /F1 10 Tf 0 0 0 rg (Functions decorated with ) Tj /F4 10 Tf 0 0 0 rg (blocking ) Tj /F1 10 Tf 0 0 0 rg (will return a busy message if the resource is unavailable, and the) Tj T* 0 Tw (intended result if the resource is available. For instance:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 434.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 240 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 216.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 78 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 216.75 102 12 re f*
-.960784 .960784 .862745 rg
-n 186 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 204.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 204.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 204.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 102 204.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 192.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 192.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 192.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 108 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 192.75 180 12 re f*
-.960784 .960784 .862745 rg
-n 0 180.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 180.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 180.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 0 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 156.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 156.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 156.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 144 156.75 162 12 re f*
-.960784 .960784 .862745 rg
-n 0 144.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 42 144.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 144.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 120.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 120.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 108.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 108.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 144 108.75 162 12 re f*
-.960784 .960784 .862745 rg
-n 0 96.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 42 96.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 60.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 144 60.75 162 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 42 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 108 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 228 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 30 .75 24 12 re f*
-BT 1 0 0 1 0 218 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@blocking) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ("Please wait ...") Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (read_data) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (3) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# simulate a blocking resource) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("some data") Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (read_data) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# data is not available yet) Tj /F4 10 Tf 0 0 0 rg T* 0 0 0 rg (Please) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (wait) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (read_data) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# data is not available yet) Tj /F4 10 Tf 0 0 0 rg T* 0 0 0 rg (Please) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (wait) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (read_data) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# data is not available yet) Tj /F4 10 Tf 0 0 0 rg T* 0 0 0 rg (Please) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (wait) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1.1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# after 3.1 seconds, data is available) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (read_data) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg T* 0 0 0 rg (some) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (data) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 401.6236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F3 17.5 Tf 0 0 0 rg (async) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 359.6236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 1.647485 Tw (We have just seen an examples of a simple decorator factory, implemented as a function returning a) Tj T* 0 Tw .29784 Tw (decorator. For more complex situations, it is more convenient to implement decorator factories as classes) Tj T* 0 Tw (returning callable objects that can be converted into decorators.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 293.6236 cm
-q
-BT 1 0 0 1 0 50 Tm 2.853876 Tw 12 TL /F1 10 Tf 0 0 0 rg (As an example, here will I show a decorator which is able to convert a blocking function into an) Tj T* 0 Tw 2.477126 Tw (asynchronous function. The function, when called, is executed in a separate thread. Moreover, it is) Tj T* 0 Tw .288443 Tw (possible to set three callbacks ) Tj /F4 10 Tf 0 0 0 rg (on_success) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (on_failure ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (on_closing) Tj /F1 10 Tf 0 0 0 rg (, to specify how to manage) Tj T* 0 Tw 1.854724 Tw (the function call \(of course the code here is just an example, it is not a recommended way of doing) Tj T* 0 Tw (multi-threaded programming\). The implementation is the following:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 236.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 228 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 36 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (on_success) Tj 0 0 0 rg (\() Tj 0 0 0 rg (result) Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# default implementation) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj .729412 .129412 .129412 rg ("Called on the result of the function") Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 179.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 24.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 180 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 24 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (on_failure) Tj 0 0 0 rg (\() Tj 0 0 0 rg (exc_info) Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# default implementation) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj .729412 .129412 .129412 rg ("Called if the function fails") Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 122.0236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 114 24.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 336 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 24 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (on_closing) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# default implementation) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj .729412 .129412 .129412 rg ("Called at the end, both in case of success and failure") Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-100 0 obj
-<< /Length 19866 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 331.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 432 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 408.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 36 408.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 66 408.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 408.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 108 408.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 396.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 384.75 378 12 re f*
-.960784 .960784 .862745 rg
-n 0 372.75 330 12 re f*
-.960784 .960784 .862745 rg
-n 0 360.75 0 12 re f*
-.960784 .960784 .862745 rg
-n 0 348.75 294 12 re f*
-.960784 .960784 .862745 rg
-n 0 336.75 348 12 re f*
-.960784 .960784 .862745 rg
-n 0 324.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 24 300.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 300.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 96 300.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 300.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 300.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 300.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 216 300.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 300.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 288 300.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 294 300.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 354 300.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 288.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 162 288.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 288.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 228 288.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 240 288.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 300 288.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 306 288.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 366 288.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 276.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 276.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 276.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 162 276.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 276.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 48 264.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 264.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 264.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 144 264.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 264.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 48 252.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 252.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 252.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 144 252.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 252.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 48 240.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 240.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 240.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 144 240.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 240.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 24 216.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 216.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 96 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 216.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 216.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 162 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 216.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 204 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 216.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 228 216.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 240 216.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 204.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 66 204.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 192.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 120 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 192.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 156 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 192.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 48 180.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 180.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 174 180.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 192 180.75 258 12 re f*
-.960784 .960784 .862745 rg
-n 72 168.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 120 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 168.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 156 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 168.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 210 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 168.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 276 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 282 168.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 312 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 318 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 324 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 78 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 156.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 108 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 156.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 126 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 180 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 156.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 234 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 246 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 270 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 276 156.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 318 156.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 132.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 132.75 72 12 re f*
-.960784 .960784 .862745 rg
-n 144 132.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 120.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 90 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 108.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 138 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 174 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 210 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 234 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 246 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 108 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 84.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 186 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 192 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 210 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 84.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 264 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 138 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 162 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 60.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 228 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 234 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 270 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 114 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 186 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 24.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 210 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 240 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 24.75 72 12 re f*
-.960784 .960784 .862745 rg
-n 324 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 336 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 360 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 84 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 36 12 re f*
-BT 1 0 0 1 0 410 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (class) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (Async) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 .501961 0 rg (object) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F6 10 Tf .729412 .129412 .129412 rg (""") Tj T* ( A decorator converting blocking functions into asynchronous) Tj T* ( functions, by using threads or processes. Examples:) Tj T* T* ( async_with_threads = Async\(threading.Thread\)) Tj T* ( async_with_processes = Async\(multiprocessing.Process\)) Tj T* ( """) Tj /F4 10 Tf 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (__init__) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (self) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (threadfactory) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (on_success) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (on_success) Tj 0 0 0 rg (,) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (on_failure) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (on_failure) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (on_closing) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (on_closing) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (threadfactory) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (threadfactory) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_success) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (on_success) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_failure) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (on_failure) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_closing) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (on_closing) Tj 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (__call__) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (self) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (try) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (counter) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (counter) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (except) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf .823529 .254902 .227451 rg (AttributeError) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# instantiate the counter at the first call) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj 0 0 0 rg (counter) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (counter) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (itertools) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (count) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (name) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (') Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (-) Tj /F3 10 Tf .733333 .4 .533333 rg (%s) Tj /F4 10 Tf .729412 .129412 .129412 rg (') Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (%) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__name__) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (next) Tj 0 0 0 rg (\() Tj 0 0 0 rg (counter) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (func_wrapper) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (try) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (except) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_failure) Tj 0 0 0 rg (\() Tj 0 0 0 rg (sys) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (exc_info) Tj 0 0 0 rg (\(\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_success) Tj 0 0 0 rg (\() Tj 0 0 0 rg (result) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (finally) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (on_closing) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (thread) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (threadfactory) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (None) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func_wrapper) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (name) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (thread) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (start) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (thread) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 299.8236 cm
-q
-BT 1 0 0 1 0 14 Tm .865984 Tw 12 TL /F1 10 Tf 0 0 0 rg (The decorated function returns the current execution thread, which can be stored and checked later, for) Tj T* 0 Tw (instance to verify that the thread ) Tj /F4 10 Tf 0 0 0 rg (.isAlive\(\)) Tj /F1 10 Tf 0 0 0 rg (.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 257.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .691654 Tw (Here is an example of usage. Suppose one wants to write some data to an external resource which can) Tj T* 0 Tw .21683 Tw (be accessed by a single user at once \(for instance a printer\). Then the access to the writing function must) Tj T* 0 Tw (be locked. Here is a minimalistic example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 104.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 144 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 120.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 60 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 120.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 126 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 120.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 162 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 120.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 222 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 120.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 264 120.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 78 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 108 96.75 342 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 48.75 240 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 78 36.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 132 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 162 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 132 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 24.75 222 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 192 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 264 12 re f*
-BT 1 0 0 1 0 122 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (async) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (decorator) Tj 0 0 0 rg (\() Tj 0 0 0 rg (Async) Tj 0 0 0 rg (\() Tj 0 0 0 rg (threading) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (Thread) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (datalist) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ([]) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# for simplicity the written data are stored into a list.) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@async) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (write) Tj 0 0 0 rg (\() Tj 0 0 0 rg (data) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# append data to the datalist by locking) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (with) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (threading) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (Lock) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# emulate some long running operation) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (datalist) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (append) Tj 0 0 0 rg (\() Tj 0 0 0 rg (data) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# other operations not requiring a lock here) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-101 0 obj
-<< /Length 16154 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 741.0236 cm
-q
-BT 1 0 0 1 0 14 Tm .905868 Tw 12 TL /F1 10 Tf 0 0 0 rg (Each call to ) Tj /F4 10 Tf 0 0 0 rg (write ) Tj /F1 10 Tf 0 0 0 rg (will create a new writer thread, but there will be no synchronization problems since) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (write ) Tj /F1 10 Tf 0 0 0 rg (is locked.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 575.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 156 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 132.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 132.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 120.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 42 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 120.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 120.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 144 120.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 162 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 96.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 96.75 342 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 72.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 42 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 60.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 144 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 162 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 36.75 204 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 108 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 6 12 re f*
-BT 1 0 0 1 0 134 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (write) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ("data1") Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (Thread) Tj 0 0 0 rg (\() Tj 0 0 0 rg (write) Tj .4 .4 .4 rg (-) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (started) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg (\)) Tj .4 .4 .4 rg (>) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (.) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# wait a bit, so we are sure data2 is written after data1) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (write) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ("data2") Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (Thread) Tj 0 0 0 rg (\() Tj 0 0 0 rg (write) Tj .4 .4 .4 rg (-) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (started) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg (\)) Tj .4 .4 .4 rg (>) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (time) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (sleep) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# wait for the writers to complete) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (datalist) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg ([) Tj .729412 .129412 .129412 rg ('data1') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('data2') Tj 0 0 0 rg (]) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 542.8236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (contextmanager) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 512.8236 cm
-q
-BT 1 0 0 1 0 14 Tm 2.685984 Tw 12 TL /F1 10 Tf 0 0 0 rg (For a long time Python had in its standard library a ) Tj /F4 10 Tf 0 0 0 rg (contextmanager ) Tj /F1 10 Tf 0 0 0 rg (decorator, able to convert) Tj T* 0 Tw (generator functions into ) Tj /F4 10 Tf 0 0 0 rg (_GeneratorContextManager ) Tj /F1 10 Tf 0 0 0 rg (factories. For instance if you write) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 419.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 84 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 54 60.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 120 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 162 60.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 72 12 re f*
-.960784 .960784 .862745 rg
-n 120 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 162 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 204 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 120 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 6 12 re f*
-BT 1 0 0 1 0 62 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (from) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (contextlib) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (import) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (contextmanager) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@contextmanager) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (before_after) Tj 0 0 0 rg (\() Tj 0 0 0 rg (before) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (after) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (before) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (yield) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (after) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 387.6236 cm
-q
-BT 1 0 0 1 0 14 Tm .955976 Tw 12 TL /F1 10 Tf 0 0 0 rg (then ) Tj /F4 10 Tf 0 0 0 rg (before_after ) Tj /F1 10 Tf 0 0 0 rg (is a factory function returning ) Tj /F4 10 Tf 0 0 0 rg (_GeneratorContextManager ) Tj /F1 10 Tf 0 0 0 rg (objects which can) Tj T* 0 Tw (be used with the ) Tj /F4 10 Tf 0 0 0 rg (with ) Tj /F1 10 Tf 0 0 0 rg (statement:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 270.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 108 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 84.75 72 12 re f*
-.960784 .960784 .862745 rg
-n 126 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 84.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 180 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 192 84.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 234 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 72.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 42 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 108 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 60.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 258 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 54 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 30 12 re f*
-BT 1 0 0 1 0 86 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (ba) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (before_after) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ('BEFORE') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('AFTER') Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (type) Tj 0 0 0 rg (\() Tj 0 0 0 rg (ba) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj /F3 10 Tf 0 .501961 0 rg (class) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (') Tj /F3 10 Tf 0 0 1 rg (contextlib) Tj /F4 10 Tf .4 .4 .4 rg (.) Tj 0 0 0 rg (_GeneratorContextManager) Tj .729412 .129412 .129412 rg (') Tj (>) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (with) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (ba) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ('hello') Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg (BEFORE) Tj 0 0 0 rg T* 0 0 0 rg (hello) Tj 0 0 0 rg T* 0 0 0 rg (AFTER) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 226.4236 cm
-q
-BT 1 0 0 1 0 26 Tm .462488 Tw 12 TL /F1 10 Tf 0 0 0 rg (Basically, it is as if the content of the ) Tj /F4 10 Tf 0 0 0 rg (with ) Tj /F1 10 Tf 0 0 0 rg (block was executed in the place of the ) Tj /F4 10 Tf 0 0 0 rg (yield ) Tj /F1 10 Tf 0 0 0 rg (expression in) Tj T* 0 Tw 2.146342 Tw (the generator function. In Python 3.2 ) Tj /F4 10 Tf 0 0 0 rg (_GeneratorContextManager ) Tj /F1 10 Tf 0 0 0 rg (objects were enhanced with a) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (__call__ ) Tj /F1 10 Tf 0 0 0 rg (method, so that they can be used as decorators as in this example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 109.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 108 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 60.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 126 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 30 12 re f*
-BT 1 0 0 1 0 86 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@ba) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (hello) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ('hello') Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (hello) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* 0 0 0 rg (BEFORE) Tj 0 0 0 rg T* 0 0 0 rg (hello) Tj 0 0 0 rg T* 0 0 0 rg (AFTER) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 77.22362 cm
-q
-BT 1 0 0 1 0 14 Tm .20561 Tw 12 TL /F1 10 Tf 0 0 0 rg (The ) Tj /F4 10 Tf 0 0 0 rg (ba ) Tj /F1 10 Tf 0 0 0 rg (decorator is basically inserting a ) Tj /F4 10 Tf 0 0 0 rg (with) Tj ( ) Tj (ba: ) Tj /F1 10 Tf 0 0 0 rg (block inside the function. However there two issues: ) Tj T* 0 Tw .973555 Tw (the first is that ) Tj /F4 10 Tf 0 0 0 rg (_GeneratorContextManager ) Tj /F1 10 Tf 0 0 0 rg (objects are callable only in Python 3.2, so the previous) Tj T* 0 Tw ET
-Q
-Q
-
-endstream
-endobj
-102 0 obj
-<< /Length 14666 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 669.0236 cm
-q
-BT 1 0 0 1 0 86 Tm 2.758314 Tw 12 TL /F1 10 Tf 0 0 0 rg (example will break in older versions of Python; the second is that ) Tj /F4 10 Tf 0 0 0 rg (_GeneratorContextManager) Tj T* 0 Tw .503318 Tw /F1 10 Tf 0 0 0 rg (objects do not preserve the signature of the decorated functions: the decorated ) Tj /F4 10 Tf 0 0 0 rg (hello ) Tj /F1 10 Tf 0 0 0 rg (function here will) Tj T* 0 Tw 1.07784 Tw (have a generic signature ) Tj /F4 10 Tf 0 0 0 rg (hello\(*args,) Tj ( ) Tj (**kwargs\) ) Tj /F1 10 Tf 0 0 0 rg (but will break when called with more than zero) Tj T* 0 Tw 7.708314 Tw (arguments. For such reasons the decorator module, starting with release 3.4, offers a) Tj T* 0 Tw .616647 Tw /F4 10 Tf 0 0 0 rg (decorator.contextmanager ) Tj /F1 10 Tf 0 0 0 rg (decorator that solves both problems and works even in Python 2.5. The) Tj T* 0 Tw .34998 Tw (usage is the same and factories decorated with ) Tj /F4 10 Tf 0 0 0 rg (decorator.contextmanager ) Tj /F1 10 Tf 0 0 0 rg (will returns instances of) Tj T* 0 Tw 3.295681 Tw /F4 10 Tf 0 0 0 rg (ContextManager) Tj /F1 10 Tf 0 0 0 rg (, a subclass of ) Tj /F4 10 Tf 0 0 0 rg (contextlib._GeneratorContextManager ) Tj /F1 10 Tf 0 0 0 rg (with a ) Tj /F4 10 Tf 0 0 0 rg (__call__) Tj T* 0 Tw /F1 10 Tf 0 0 0 rg (method acting as a signature-preserving decorator.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 636.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (The ) Tj /F3 17.5 Tf 0 0 0 rg (FunctionMaker ) Tj /F2 17.5 Tf 0 0 0 rg (class) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 570.0236 cm
-q
-BT 1 0 0 1 0 50 Tm 2.241412 Tw 12 TL /F1 10 Tf 0 0 0 rg (You may wonder about how the functionality of the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module is implemented. The basic) Tj T* 0 Tw 1.545868 Tw (building block is a ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (class which is able to generate on the fly functions with a given) Tj T* 0 Tw .047485 Tw (name and signature from a function template passed as a string. Generally speaking, you should not need) Tj T* 0 Tw 1.164983 Tw (to resort to ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (when writing ordinary decorators, but it is handy in some circumstances.) Tj T* 0 Tw (You will see an example shortly, in the implementation of a cool decorator utility \() Tj /F4 10 Tf 0 0 0 rg (decorator_apply) Tj /F1 10 Tf 0 0 0 rg (\).) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 528.0236 cm
-q
-BT 1 0 0 1 0 26 Tm .414597 Tw 12 TL /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (provides a ) Tj /F4 10 Tf 0 0 0 rg (.create ) Tj /F1 10 Tf 0 0 0 rg (classmethod which takes as input the name, signature, and body) Tj T* 0 Tw .632927 Tw (of the function we want to generate as well as the execution environment were the function is generated) Tj T* 0 Tw (by ) Tj /F4 10 Tf 0 0 0 rg (exec) Tj /F1 10 Tf 0 0 0 rg (. Here is an example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 434.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 84 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 90 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 114 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 126 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 144 60.75 222 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 78 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 132 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 132 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 174 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 240 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 24.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 306 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 318 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 342 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 348 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 354 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 360 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 366 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 .75 12 12 re f*
-BT 1 0 0 1 0 62 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# a function with a generic signature) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (FunctionMaker) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (create) Tj 0 0 0 rg (\() Tj .729412 .129412 .129412 rg ('f1\(a, b\)') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('f\(a, b\)') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (dict) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* 0 0 0 rg (\() Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj 0 0 0 rg ({}) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 402.8236 cm
-q
-BT 1 0 0 1 0 14 Tm .226654 Tw 12 TL /F1 10 Tf 0 0 0 rg (It is important to notice that the function body is interpolated before being executed, so be careful with the) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (% ) Tj /F1 10 Tf 0 0 0 rg (sign!) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 360.8236 cm
-q
-BT 1 0 0 1 0 26 Tm 1.995433 Tw 12 TL /F4 10 Tf 0 0 0 rg (FunctionMaker.create ) Tj /F1 10 Tf 0 0 0 rg (also accepts keyword arguments and such arguments are attached to the) Tj T* 0 Tw 1.64686 Tw (resulting function. This is useful if you want to set some function attributes, for instance the docstring) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (__doc__) Tj /F1 10 Tf 0 0 0 rg (.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 318.8236 cm
-q
-BT 1 0 0 1 0 26 Tm .605318 Tw 12 TL /F1 10 Tf 0 0 0 rg (For debugging/introspection purposes it may be useful to see the source code of the generated function;) Tj T* 0 Tw 2.246235 Tw (to do that, just pass the flag ) Tj /F4 10 Tf 0 0 0 rg (addsource=True ) Tj /F1 10 Tf 0 0 0 rg (and a ) Tj /F4 10 Tf 0 0 0 rg (__source__ ) Tj /F1 10 Tf 0 0 0 rg (attribute will be added to the) Tj T* 0 Tw (generated function:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 225.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 84 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 60.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 132 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 174 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 48.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 108 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 48.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 174 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 186 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 210 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 222 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 234 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 252 48.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 306 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 312 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 336 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 36.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 138 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 36 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 6 12 re f*
-BT 1 0 0 1 0 62 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f1) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (FunctionMaker) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (create) Tj 0 0 0 rg (\() Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('f1\(a, b\)') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('f\(a, b\)') Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (dict) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\),) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (addsource) Tj .4 .4 .4 rg (=) Tj 0 .501961 0 rg (True) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (f1) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__source__) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f1) Tj 0 0 0 rg (\() Tj 0 0 0 rg (a) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (b) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj 0 0 0 rg (a) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (b) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (BLANKLINE) Tj .4 .4 .4 rg (>) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 85.62362 cm
-q
-BT 1 0 0 1 0 122 Tm .870651 Tw 12 TL /F4 10 Tf 0 0 0 rg (FunctionMaker.create ) Tj /F1 10 Tf 0 0 0 rg (can take as first argument a string, as in the examples before, or a function.) Tj T* 0 Tw .224985 Tw (This is the most common usage, since typically you want to decorate a pre-existing function. A framework) Tj T* 0 Tw 1.606136 Tw (author may want to use directly ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker.create ) Tj /F1 10 Tf 0 0 0 rg (instead of ) Tj /F4 10 Tf 0 0 0 rg (decorator) Tj /F1 10 Tf 0 0 0 rg (, since it gives you) Tj T* 0 Tw 1.36686 Tw (direct access to the body of the generated function. For instance, suppose you want to instrument the) Tj T* 0 Tw .372209 Tw /F4 10 Tf 0 0 0 rg (__init__ ) Tj /F1 10 Tf 0 0 0 rg (methods of a set of classes, by preserving their signature \(such use case is not made up; this) Tj T* 0 Tw .673828 Tw (is done in SQAlchemy and in other frameworks\). When the first argument of ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker.create) Tj T* 0 Tw 3.405814 Tw /F1 10 Tf 0 0 0 rg (is a function, a ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (object is instantiated internally, with attributes ) Tj /F4 10 Tf 0 0 0 rg (args) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (varargs) Tj /F1 10 Tf 0 0 0 rg (,) Tj T* 0 Tw 5.509982 Tw /F4 10 Tf 0 0 0 rg (keywords ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (defaults ) Tj /F1 10 Tf 0 0 0 rg (which are the the return values of the standard library function) Tj T* 0 Tw .561318 Tw /F4 10 Tf 0 0 0 rg (inspect.getargspec) Tj /F1 10 Tf 0 0 0 rg (. For each argument in the ) Tj /F4 10 Tf 0 0 0 rg (args ) Tj /F1 10 Tf 0 0 0 rg (\(which is a list of strings containing the names) Tj T* 0 Tw 1.599985 Tw (of the mandatory arguments\) an attribute ) Tj /F4 10 Tf 0 0 0 rg (arg0) Tj /F1 10 Tf 0 0 0 rg (, ) Tj /F4 10 Tf 0 0 0 rg (arg1) Tj /F1 10 Tf 0 0 0 rg (, ..., ) Tj /F4 10 Tf 0 0 0 rg (argN ) Tj /F1 10 Tf 0 0 0 rg (is also generated. Finally, there is a) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (signature ) Tj /F1 10 Tf 0 0 0 rg (attribute, a string with the signature of the original function.) Tj T* ET
-Q
-Q
-
-endstream
-endobj
-103 0 obj
-<< /Length 14039 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 693.0236 cm
-q
-BT 1 0 0 1 0 62 Tm 4.63311 Tw 12 TL /F1 10 Tf 0 0 0 rg (Notice that while I do not have plans to change or remove the functionality provided in the) Tj T* 0 Tw 1.00936 Tw /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (class, I do not guarantee that it will stay unchanged forever. For instance, right now I) Tj T* 0 Tw .791318 Tw (am using the traditional string interpolation syntax for function templates, but Python 2.6 and Python 3.0) Tj T* 0 Tw .712093 Tw (provide a newer interpolation syntax and I may use the new syntax in the future. On the other hand, the) Tj T* 0 Tw .639985 Tw (functionality provided by ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (has been there from version 0.1 and it is guaranteed to stay there) Tj T* 0 Tw (forever.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 660.0236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Getting the source code) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 582.0236 cm
-q
-BT 1 0 0 1 0 62 Tm 5.045529 Tw 12 TL /F1 10 Tf 0 0 0 rg (Internally ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker.create ) Tj /F1 10 Tf 0 0 0 rg (uses ) Tj /F4 10 Tf 0 0 0 rg (exec ) Tj /F1 10 Tf 0 0 0 rg (to generate the decorated function. Therefore) Tj T* 0 Tw 2.542126 Tw /F4 10 Tf 0 0 0 rg (inspect.getsource ) Tj /F1 10 Tf 0 0 0 rg (will not work for decorated functions. That means that the usual '??' trick in) Tj T* 0 Tw 26.45775 Tw (IPython will give you the \(right on the spot\) message) Tj T* 0 Tw .261647 Tw /F4 10 Tf 0 0 0 rg (Dynamically) Tj ( ) Tj (generated) Tj ( ) Tj (function.) Tj ( ) Tj (No) Tj ( ) Tj (source) Tj ( ) Tj (code available) Tj /F1 10 Tf 0 0 0 rg (. In the past I have considered) Tj T* 0 Tw .945366 Tw (this acceptable, since ) Tj /F4 10 Tf 0 0 0 rg (inspect.getsource ) Tj /F1 10 Tf 0 0 0 rg (does not really work even with regular decorators. In that) Tj T* 0 Tw (case ) Tj /F4 10 Tf 0 0 0 rg (inspect.getsource ) Tj /F1 10 Tf 0 0 0 rg (gives you the wrapper source code which is probably not what you want:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 512.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 72 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 150 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 174 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 186 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 42 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (identity_dec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (wrapper) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (wrapper) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 407.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 96 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 72.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 66 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 90 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 36.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 162 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 36.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 210 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 150 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 174 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 186 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 6 12 re f*
-BT 1 0 0 1 0 74 Tm 12 TL /F4 10 Tf .666667 .133333 1 rg (@identity_dec) Tj 0 0 0 rg T* /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (example) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (inspect) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (getsource) Tj 0 0 0 rg (\() Tj 0 0 0 rg (example) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (wrapper) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (BLANKLINE) Tj .4 .4 .4 rg (>) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 351.6236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.471235 Tw 12 TL /F1 10 Tf 0 0 0 rg (\(see bug report ) Tj 0 0 .501961 rg (1764286 ) Tj 0 0 0 rg (for an explanation of what is happening\). Unfortunately the bug is still there,) Tj T* 0 Tw 1.541235 Tw (even in Python 2.7 and 3.1. There is however a workaround. The decorator module adds an attribute) Tj T* 0 Tw .103984 Tw /F4 10 Tf 0 0 0 rg (.__wrapped__ ) Tj /F1 10 Tf 0 0 0 rg (to the decorated function, containing a reference to the original function. The easy way to) Tj T* 0 Tw (get the source code is to call ) Tj /F4 10 Tf 0 0 0 rg (inspect.getsource ) Tj /F1 10 Tf 0 0 0 rg (on the undecorated function:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 234.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 108 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 84.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 102 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 84.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 162 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 84.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 222 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 228 84.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 294 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 60.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 78 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 120 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 72 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 186 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 6 12 re f*
-BT 1 0 0 1 0 86 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (inspect) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (getsource) Tj 0 0 0 rg (\() Tj 0 0 0 rg (factorial) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (__wrapped__) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* .666667 .133333 1 rg (@tail_recursive) Tj 0 0 0 rg T* /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (factorial) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (acc) Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj .729412 .129412 .129412 rg ("The good old factorial") Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (==) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (acc) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (factorial) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj .4 .4 .4 rg (-) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (acc) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (<) Tj 0 0 0 rg (BLANKLINE) Tj .4 .4 .4 rg (>) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 201.4236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Dealing with third party decorators) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 147.4236 cm
-q
-BT 1 0 0 1 0 38 Tm .321654 Tw 12 TL /F1 10 Tf 0 0 0 rg (Sometimes you find on the net some cool decorator that you would like to include in your code. However,) Tj T* 0 Tw .50061 Tw (more often than not the cool decorator is not signature-preserving. Therefore you may want an easy way) Tj T* 0 Tw 1.814597 Tw (to upgrade third party decorators to signature-preserving decorators without having to rewrite them in) Tj T* 0 Tw (terms of ) Tj /F4 10 Tf 0 0 0 rg (decorator) Tj /F1 10 Tf 0 0 0 rg (. You can use a ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker ) Tj /F1 10 Tf 0 0 0 rg (to implement that functionality as follows:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 78.22362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 114 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 138 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 174 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 378 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 264 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (decorator_apply) Tj 0 0 0 rg (\() Tj 0 0 0 rg (dec) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F6 10 Tf .729412 .129412 .129412 rg (""") Tj T* ( Decorate a function by preserving the signature even if dec) Tj T* ( is not a signature-preserving decorator.) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-104 0 obj
-<< /Length 16120 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 703.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 144 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 186 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 12.75 108 12 re f*
-.960784 .960784 .862745 rg
-n 192 12.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 270 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 282 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 186 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 210 .75 66 12 re f*
-.960784 .960784 .862745 rg
-n 276 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 282 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 306 .75 6 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F6 10 Tf .729412 .129412 .129412 rg ( """) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (FunctionMaker) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (create) Tj 0 0 0 rg (\() Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ('return decorated\() Tj /F3 10 Tf .733333 .4 .533333 rg (%\(signature\)s) Tj /F4 10 Tf .729412 .129412 .129412 rg (\)') Tj 0 0 0 rg (,) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (dict) Tj 0 0 0 rg (\() Tj 0 0 0 rg (decorated) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (dec) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj 0 0 0 rg (\)\),) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (__wrapped__) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 671.8236 cm
-q
-BT 1 0 0 1 0 14 Tm .698314 Tw 12 TL /F4 10 Tf 0 0 0 rg (decorator_apply ) Tj /F1 10 Tf 0 0 0 rg (sets the attribute ) Tj /F4 10 Tf 0 0 0 rg (.__wrapped__ ) Tj /F1 10 Tf 0 0 0 rg (of the generated function to the original function,) Tj T* 0 Tw (so that you can get the right source code.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 629.8236 cm
-q
-BT 1 0 0 1 0 26 Tm .13104 Tw 12 TL /F1 10 Tf 0 0 0 rg (Notice that I am not providing this functionality in the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module directly since I think it is best to) Tj T* 0 Tw 2.070751 Tw (rewrite the decorator rather than adding an additional level of indirection. However, practicality beats) Tj T* 0 Tw (purity, so you can add ) Tj /F4 10 Tf 0 0 0 rg (decorator_apply ) Tj /F1 10 Tf 0 0 0 rg (to your toolbox and use it if you need to.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 575.8236 cm
-q
-BT 1 0 0 1 0 38 Tm 1.74881 Tw 12 TL /F1 10 Tf 0 0 0 rg (In order to give an example of usage of ) Tj /F4 10 Tf 0 0 0 rg (decorator_apply) Tj /F1 10 Tf 0 0 0 rg (, I will show a pretty slick decorator that) Tj T* 0 Tw 1.276651 Tw (converts a tail-recursive function in an iterative function. I have shamelessly stolen the basic idea from) Tj T* 0 Tw 43.62829 Tw (Kay Schluehr's recipe in the Python Cookbook,) Tj T* 0 Tw 0 0 .501961 rg (http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691) Tj 0 0 0 rg (.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 206.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 360 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 336.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 36 336.75 78 12 re f*
-.960784 .960784 .862745 rg
-n 114 336.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 336.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 156 336.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 324.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 312.75 354 12 re f*
-.960784 .960784 .862745 rg
-n 0 300.75 396 12 re f*
-.960784 .960784 .862745 rg
-n 0 288.75 276 12 re f*
-.960784 .960784 .862745 rg
-n 0 276.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 24 252.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 252.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 96 252.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 252.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 252.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 252.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 162 252.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 240.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 240.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 240.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 240.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 240.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 228.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 228.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 228.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 138 228.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 228.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 216.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 216.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 132 216.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 216.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 180 216.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 204 216.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 24 192.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 192.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 96 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 192.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 192.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 192.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 192.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 192 192.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 210 192.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 48 180.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 102 180.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 180.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 138 180.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 180.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 48 168.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 66 168.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 90 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 168.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 150 168.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 102 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 138 156.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 156.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 144.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 144.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 144.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 162 144.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 144.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 72 132.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 90 132.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 120.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 132 120.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 156 120.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 108.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 162 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 174 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 198 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 210 108.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 234 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 246 108.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 258 108.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 276 108.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 138 96.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 180 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 198 96.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 246 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 96.75 108 12 re f*
-.960784 .960784 .862745 rg
-n 144 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 84.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 204 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 240 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 246 84.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 120 72.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 144 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 72.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 144 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 186 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 114 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 120 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 186 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 24.75 234 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 12.75 42 12 re f*
-.960784 .960784 .862745 rg
-n 150 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 186 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 48 12 re f*
-BT 1 0 0 1 0 338 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (class) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F3 10 Tf 0 0 1 rg (TailRecursive) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 .501961 0 rg (object) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F6 10 Tf .729412 .129412 .129412 rg (""") Tj T* ( tail_recursive decorator based on Kay Schluehr's recipe) Tj T* ( http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691) Tj T* ( with improvements by me and George Sakkis.) Tj T* ( """) Tj /F4 10 Tf 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (__init__) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (self) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (func) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (firstcall) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (True) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (CONTINUE) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (object) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# sentinel) Tj /F4 10 Tf 0 0 0 rg T* T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (__call__) Tj 0 0 0 rg (\() Tj 0 .501961 0 rg (self) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kwd) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (CONTINUE) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (CONTINUE) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (firstcall) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (func) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (firstcall) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (False) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (try) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (while) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 .501961 0 rg (True) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kwd) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (is) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (CONTINUE) Tj 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# update arguments) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kwd) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (argskwd) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# last call) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (result) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (finally) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (firstcall) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 .501961 0 rg (True) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (else) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# return the arguments of the tail call) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj 0 .501961 0 rg (self) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (argskwd) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (kwd) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (CONTINUE) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 186.6236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Here the decorator is implemented as a class returning callable objects.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 141.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 108 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 138 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 90 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 78 12 re f*
-.960784 .960784 .862745 rg
-n 240 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 276 .75 6 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (tail_recursive) Tj 0 0 0 rg (\() Tj 0 0 0 rg (func) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (decorator_apply) Tj 0 0 0 rg (\() Tj 0 0 0 rg (TailRecursive) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (func) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 121.4236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Here is how you apply the upgraded decorator to the good old factorial:) Tj T* ET
-Q
-Q
-
-endstream
-endobj
-105 0 obj
-<< /Length 8282 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 679.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 84 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 60.75 90 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 78 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 48.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 120 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 54 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 162 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 186 .75 6 12 re f*
-BT 1 0 0 1 0 62 Tm 12 TL /F4 10 Tf .666667 .133333 1 rg (@tail_recursive) Tj 0 0 0 rg T* /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (factorial) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (acc) Tj .4 .4 .4 rg (=) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj .729412 .129412 .129412 rg ("The good old factorial") Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (==) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (acc) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (factorial) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj .4 .4 .4 rg (-) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (acc) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 634.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 12.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 114 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 12 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (factorial) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (4) Tj 0 0 0 rg (\)\)) Tj 0 0 0 rg T* .4 .4 .4 rg (24) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 578.6236 cm
-q
-BT 1 0 0 1 0 38 Tm .188935 Tw 12 TL /F1 10 Tf 0 0 0 rg (This decorator is pretty impressive, and should give you some food for your mind ;\) Notice that there is no) Tj T* 0 Tw 1.339983 Tw (recursion limit now, and you can easily compute ) Tj /F4 10 Tf 0 0 0 rg (factorial\(1001\) ) Tj /F1 10 Tf 0 0 0 rg (or larger without filling the stack) Tj T* 0 Tw .909431 Tw (frame. Notice also that the decorator will not work on functions which are not tail recursive, such as the) Tj T* 0 Tw (following) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 509.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 60 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 48 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 168 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 42 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 90 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 .75 24 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 .75 6 12 re f*
-BT 1 0 0 1 0 38 Tm 12 TL /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (fact) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# this is not tail-recursive) Tj /F4 10 Tf 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (if) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (==) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (0) Tj 0 0 0 rg (:) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (n) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (*) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (fact) Tj 0 0 0 rg (\() Tj 0 0 0 rg (n) Tj .4 .4 .4 rg (-) Tj .4 .4 .4 rg (1) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 477.4236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .541098 Tw (\(reminder: a function is tail recursive if it either returns a value without making a recursive call, or returns) Tj T* 0 Tw (directly the result of a recursive call\).) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 444.4236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Caveats and limitations) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 414.4236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .474987 Tw (The first thing you should be aware of, it the fact that decorators have a performance penalty. The worse) Tj T* 0 Tw (case is shown by the following example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 189.2236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 216 re B*
-Q
-q
-0 0 0 rg
-BT 1 0 0 1 0 194 Tm /F4 10 Tf 12 TL ($ cat performance.sh) Tj T* (python3 -m timeit -s ") Tj T* (from decorator import decorator) Tj T* T* (@decorator) Tj T* (def do_nothing\(func, *args, **kw\):) Tj T* ( return func\(*args, **kw\)) Tj T* T* (@do_nothing) Tj T* (def f\(\):) Tj T* ( pass) Tj T* (" "f\(\)") Tj T* T* (python3 -m timeit -s ") Tj T* (def f\(\):) Tj T* ( pass) Tj T* (" "f\(\)") Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 157.2236 cm
-q
-BT 1 0 0 1 0 14 Tm .266235 Tw 12 TL /F1 10 Tf 0 0 0 rg (On my MacBook, using the ) Tj /F4 10 Tf 0 0 0 rg (do_nothing ) Tj /F1 10 Tf 0 0 0 rg (decorator instead of the plain function is more than three times) Tj T* 0 Tw (slower:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 100.0236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-0 0 0 rg
-BT 1 0 0 1 0 26 Tm /F4 10 Tf 12 TL ($ bash performance.sh) Tj T* (1000000 loops, best of 3: 0.669 usec per loop) Tj T* (1000000 loops, best of 3: 0.181 usec per loop) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-106 0 obj
-<< /Length 16078 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 729.0236 cm
-q
-BT 1 0 0 1 0 26 Tm 1.25832 Tw 12 TL /F1 10 Tf 0 0 0 rg (It should be noted that a real life function would probably do something more useful than ) Tj /F4 10 Tf 0 0 0 rg (f ) Tj /F1 10 Tf 0 0 0 rg (here, and) Tj T* 0 Tw .91811 Tw (therefore in real life the performance penalty could be completely negligible. As always, the only way to) Tj T* 0 Tw (know if there is a penalty in your specific use case is to measure it.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 699.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .867984 Tw (You should be aware that decorators will make your tracebacks longer and more difficult to understand.) Tj T* 0 Tw (Consider this example:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 641.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 48 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 .75 6 12 re f*
-BT 1 0 0 1 0 26 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (1) Tj .4 .4 .4 rg (/) Tj .4 .4 .4 rg (0) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 609.8236 cm
-q
-BT 1 0 0 1 0 14 Tm .583318 Tw 12 TL /F1 10 Tf 0 0 0 rg (Calling ) Tj /F4 10 Tf 0 0 0 rg (f\(\) ) Tj /F1 10 Tf 0 0 0 rg (will give you a ) Tj /F4 10 Tf 0 0 0 rg (ZeroDivisionError) Tj /F1 10 Tf 0 0 0 rg (, but since the function is decorated the traceback will) Tj T* 0 Tw (be longer:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 480.6236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 120 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 96.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 84.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 84.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 138 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 84.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 192 84.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 30 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 60 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 60.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 108 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 120 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 60.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 162 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 168 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 180 60.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 198 60.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 60 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 120 12 re f*
-.960784 .960784 .862745 rg
-n 192 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 246 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 282 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 42 36.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 84 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 96 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 102 36.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 126 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 138 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 150 36.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 162 36.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 60 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 120 12 re f*
-.960784 .960784 .862745 rg
-n 192 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 198 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 204 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 216 24.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 246 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 252 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 264 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 282 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 42 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 102 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 114 .75 18 12 re f*
-BT 1 0 0 1 0 98 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\(\)) Tj 0 0 0 rg T* 0 0 0 rg (Traceback) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (most) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (recent) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (call) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (last) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (File) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (") Tj (<) Tj (string) Tj (>) Tj (") Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (line) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (2) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (File) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (") Tj (<) Tj (doctest __main__[22]) Tj (>) Tj (") Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (line) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (4) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (trace) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg (\() Tj .4 .4 .4 rg (*) Tj 0 0 0 rg (args) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (**) Tj 0 0 0 rg (kw) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* ( ) Tj 0 0 0 rg (File) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg (") Tj (<) Tj (doctest __main__[51]) Tj (>) Tj (") Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (line) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (3) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj 0 0 0 rg T* ( ) Tj .4 .4 .4 rg (1) Tj .4 .4 .4 rg (/) Tj .4 .4 .4 rg (0) Tj 0 0 0 rg T* /F3 10 Tf .823529 .254902 .227451 rg (ZeroDivisionError) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (...) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 412.6236 cm
-q
-BT 1 0 0 1 0 50 Tm 1.05528 Tw 12 TL /F1 10 Tf 0 0 0 rg (You see here the inner call to the decorator ) Tj /F4 10 Tf 0 0 0 rg (trace) Tj /F1 10 Tf 0 0 0 rg (, which calls ) Tj /F4 10 Tf 0 0 0 rg (f\(*args,) Tj ( ) Tj (**kw\)) Tj /F1 10 Tf 0 0 0 rg (, and a reference to) Tj T* 0 Tw .076457 Tw /F4 10 Tf 0 0 0 rg (File) Tj ( ) Tj (") Tj (<) Tj (string) Tj (>) Tj (",) Tj ( ) Tj (line) Tj ( ) Tj (2,) Tj ( ) Tj (in) Tj ( ) Tj (f) Tj /F1 10 Tf 0 0 0 rg (. This latter reference is due to the fact that internally the decorator) Tj T* 0 Tw 2.053318 Tw (module uses ) Tj /F4 10 Tf 0 0 0 rg (exec ) Tj /F1 10 Tf 0 0 0 rg (to generate the decorated function. Notice that ) Tj /F4 10 Tf 0 0 0 rg (exec ) Tj /F1 10 Tf 0 0 0 rg (is ) Tj /F5 10 Tf (not ) Tj /F1 10 Tf (responsibile for the) Tj T* 0 Tw 1.507485 Tw (performance penalty, since is the called ) Tj /F5 10 Tf (only once ) Tj /F1 10 Tf (at function decoration time, and not every time the) Tj T* 0 Tw (decorated function is called.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 334.6236 cm
-q
-BT 1 0 0 1 0 62 Tm .932209 Tw 12 TL /F1 10 Tf 0 0 0 rg (At present, there is no clean way to avoid ) Tj /F4 10 Tf 0 0 0 rg (exec) Tj /F1 10 Tf 0 0 0 rg (. A clean solution would require to change the CPython) Tj T* 0 Tw .777485 Tw (implementation of functions and add an hook to make it possible to change their signature directly. That) Tj T* 0 Tw .74186 Tw (could happen in future versions of Python \(see PEP ) Tj 0 0 .501961 rg (362) Tj 0 0 0 rg (\) and then the decorator module would become) Tj T* 0 Tw 2.385318 Tw (obsolete. However, at present, even in Python 3.2 it is impossible to change the function signature) Tj T* 0 Tw .931751 Tw (directly, therefore the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module is still useful. Actually, this is one of the main reasons why I) Tj T* 0 Tw (keep maintaining the module and releasing new versions.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 292.6236 cm
-q
-BT 1 0 0 1 0 26 Tm 1.043828 Tw 12 TL /F1 10 Tf 0 0 0 rg (In the present implementation, decorators generated by ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (can only be used on user-defined) Tj T* 0 Tw .152485 Tw (Python functions or methods, not on generic callable objects, nor on built-in functions, due to limitations of) Tj T* 0 Tw (the ) Tj /F4 10 Tf 0 0 0 rg (inspect ) Tj /F1 10 Tf 0 0 0 rg (module in the standard library.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 262.6236 cm
-q
-BT 1 0 0 1 0 14 Tm .785777 Tw 12 TL /F1 10 Tf 0 0 0 rg (There is a restriction on the names of the arguments: for instance, if try to call an argument ) Tj /F4 10 Tf 0 0 0 rg (_call_ ) Tj /F1 10 Tf 0 0 0 rg (or) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (_func_ ) Tj /F1 10 Tf 0 0 0 rg (you will get a ) Tj /F4 10 Tf 0 0 0 rg (NameError) Tj /F1 10 Tf 0 0 0 rg (:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 145.4236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 108 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 84.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 84.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 60 72.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 96 72.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 114 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 144 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 150 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 0 60.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 60 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 96 48.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 138 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 168 48.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 192 48.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 12 36.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 54 12 re f*
-.960784 .960784 .862745 rg
-n 54 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 66 24.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 108 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 60 12 re f*
-.960784 .960784 .862745 rg
-n 192 24.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 36 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 12 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 66 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 102 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 108 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 144 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 36 12 re f*
-.960784 .960784 .862745 rg
-n 192 .75 6 12 re f*
-BT 1 0 0 1 0 86 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj .666667 .133333 1 rg (@trace) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\() Tj 0 0 0 rg (_func_) Tj 0 0 0 rg (\):) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (print) Tj /F4 10 Tf 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)) Tj 0 0 0 rg T* .4 .4 .4 rg (...) Tj 0 0 0 rg T* 0 0 0 rg (Traceback) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (\() Tj 0 0 0 rg (most) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (recent) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (call) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (last) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj .4 .4 .4 rg (...) Tj 0 0 0 rg T* /F3 10 Tf .823529 .254902 .227451 rg (NameError) Tj /F4 10 Tf 0 0 0 rg (:) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (_func_) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (is) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (overridden) Tj 0 0 0 rg ( ) Tj /F3 10 Tf .666667 .133333 1 rg (in) Tj /F4 10 Tf 0 0 0 rg T* /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\() Tj 0 0 0 rg (_func_) Tj 0 0 0 rg (\):) Tj 0 0 0 rg T* ( ) Tj /F3 10 Tf 0 .501961 0 rg (return) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 0 rg (_call_) Tj 0 0 0 rg (\() Tj 0 0 0 rg (_func_) Tj 0 0 0 rg (,) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (_func_) Tj 0 0 0 rg (\)) Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 125.4236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Finally, the implementation is such that the decorated function shares the original function dictionary:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 80.22362 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 36 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 48 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 54 12.75 18 12 re f*
-.960784 .960784 .862745 rg
-n 78 12.75 24 12 re f*
-.960784 .960784 .862745 rg
-n 108 12.75 138 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 .75 30 12 re f*
-.960784 .960784 .862745 rg
-n 72 .75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 .75 66 12 re f*
-.960784 .960784 .862745 rg
-n 156 .75 132 12 re f*
-BT 1 0 0 1 0 14 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (def) Tj /F4 10 Tf 0 0 0 rg ( ) Tj 0 0 1 rg (f) Tj 0 0 0 rg (\(\):) Tj 0 0 0 rg ( ) Tj /F3 10 Tf 0 .501961 0 rg (pass) Tj /F4 10 Tf 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the original function) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (attr1) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("something") Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# setting an attribute) Tj /F4 10 Tf 0 0 0 rg T* ET
-Q
-Q
-Q
-Q
-Q
-
-endstream
-endobj
-107 0 obj
-<< /Length 9888 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 643.8236 cm
-q
-q
-1 0 0 1 0 0 cm
-q
-1 0 0 1 6.6 6.6 cm
-q
-.662745 .662745 .662745 RG
-.5 w
-.960784 .960784 .862745 rg
-n -6 -6 468.6898 120 re B*
-Q
-q
-.960784 .960784 .862745 rg
-n 0 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 96.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 72 96.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 84 96.75 96 12 re f*
-.960784 .960784 .862745 rg
-n 186 96.75 162 12 re f*
-.960784 .960784 .862745 rg
-n 0 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 72.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 78 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 90 72.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 120 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 132 72.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 144 72.75 144 12 re f*
-.960784 .960784 .862745 rg
-n 0 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 48.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 72 48.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 48.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 0 36.75 66 12 re f*
-.960784 .960784 .862745 rg
-n 0 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 24.75 48 12 re f*
-.960784 .960784 .862745 rg
-n 72 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 78 24.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 114 24.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 126 24.75 126 12 re f*
-.960784 .960784 .862745 rg
-n 258 24.75 84 12 re f*
-.960784 .960784 .862745 rg
-n 0 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 6 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 12 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 24 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 30 12.75 6 12 re f*
-.960784 .960784 .862745 rg
-n 36 12.75 30 12 re f*
-.960784 .960784 .862745 rg
-n 72 12.75 234 12 re f*
-.960784 .960784 .862745 rg
-n 0 .75 96 12 re f*
-BT 1 0 0 1 0 98 Tm 12 TL /F4 10 Tf .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (attr2) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("something else") Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# setting another attribute) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (traced_f) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (trace) Tj 0 0 0 rg (\() Tj 0 0 0 rg (f) Tj 0 0 0 rg (\)) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the decorated function) Tj /F4 10 Tf 0 0 0 rg T* T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (traced_f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (attr1) Tj 0 0 0 rg T* .729412 .129412 .129412 rg ('something') Tj 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (traced_f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (attr2) Tj 0 0 0 rg ( ) Tj .4 .4 .4 rg (=) Tj 0 0 0 rg ( ) Tj .729412 .129412 .129412 rg ("something different") Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# setting attr) Tj /F4 10 Tf 0 0 0 rg T* .4 .4 .4 rg (>) Tj (>) Tj (>) Tj 0 0 0 rg ( ) Tj 0 0 0 rg (f) Tj .4 .4 .4 rg (.) Tj 0 0 0 rg (attr2) Tj 0 0 0 rg ( ) Tj /F6 10 Tf .25098 .501961 .501961 rg (# the original attribute did not change) Tj /F4 10 Tf 0 0 0 rg T* .729412 .129412 .129412 rg ('something else') Tj T* ET
-Q
-Q
-Q
-Q
-Q
-q
-1 0 0 1 62.69291 610.8236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (Compatibility notes) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 544.8236 cm
-q
-BT 1 0 0 1 0 50 Tm 1.864987 Tw 12 TL /F1 10 Tf 0 0 0 rg (Version 3.4 fixes some bugs in the support of recent versions of Python 3. Version 3.3 was the first) Tj T* 0 Tw .770697 Tw (version of the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module to fully support Python 3, including ) Tj 0 0 .501961 rg (function annotations) Tj 0 0 0 rg (. Version 3.2) Tj T* 0 Tw .452093 Tw (was the first version to support Python 3 via the ) Tj /F4 10 Tf 0 0 0 rg (2to3 ) Tj /F1 10 Tf 0 0 0 rg (conversion tool. The hard work \(for me\) has been) Tj T* 0 Tw 2.514983 Tw (converting the documentation and the doctests. This has been possible only after that ) Tj 0 0 .501961 rg (docutils ) Tj 0 0 0 rg (and) Tj T* 0 Tw 0 0 .501961 rg (pygments ) Tj 0 0 0 rg (have been ported to Python 3.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 466.8236 cm
-q
-BT 1 0 0 1 0 62 Tm .793984 Tw 12 TL /F1 10 Tf 0 0 0 rg (Version 3 of the ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (module do not contain any backward incompatible change, apart from the) Tj T* 0 Tw 3.63498 Tw (removal of the functions ) Tj /F4 10 Tf 0 0 0 rg (get_info ) Tj /F1 10 Tf 0 0 0 rg (and ) Tj /F4 10 Tf 0 0 0 rg (new_wrapper) Tj /F1 10 Tf 0 0 0 rg (, which have been deprecated for years.) Tj T* 0 Tw .293672 Tw /F4 10 Tf 0 0 0 rg (get_info ) Tj /F1 10 Tf 0 0 0 rg (has been removed since it was little used and since it had to be changed anyway to work with) Tj T* 0 Tw 2.298555 Tw (Python 3.0; ) Tj /F4 10 Tf 0 0 0 rg (new_wrapper ) Tj /F1 10 Tf 0 0 0 rg (has been removed since it was useless: its major use case \(converting) Tj T* 0 Tw 7.136976 Tw (signature changing decorators to signature preserving decorators\) has been subsumed by) Tj T* 0 Tw /F4 10 Tf 0 0 0 rg (decorator_apply) Tj /F1 10 Tf 0 0 0 rg (, whereas the other use case can be managed with the ) Tj /F4 10 Tf 0 0 0 rg (FunctionMaker) Tj /F1 10 Tf 0 0 0 rg (.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 424.8236 cm
-q
-BT 1 0 0 1 0 26 Tm 1.329213 Tw 12 TL /F1 10 Tf 0 0 0 rg (There are a few changes in the documentation: I removed the ) Tj /F4 10 Tf 0 0 0 rg (decorator_factory ) Tj /F1 10 Tf 0 0 0 rg (example, which) Tj T* 0 Tw 2.562927 Tw (was confusing some of my users, and I removed the part about exotic signatures in the Python 3) Tj T* 0 Tw (documentation, since Python 3 does not support them.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 358.8236 cm
-q
-BT 1 0 0 1 0 50 Tm .942651 Tw 12 TL /F1 10 Tf 0 0 0 rg (Finally ) Tj /F4 10 Tf 0 0 0 rg (decorator ) Tj /F1 10 Tf 0 0 0 rg (cannot be used as a class decorator and the ) Tj 0 0 .501961 rg (functionality introduced in version 2.3) Tj T* 0 Tw .241163 Tw 0 0 0 rg (has been removed. That means that in order to define decorator factories with classes you need to define) Tj T* 0 Tw 1.122126 Tw (the ) Tj /F4 10 Tf 0 0 0 rg (__call__ ) Tj /F1 10 Tf 0 0 0 rg (method explicitly \(no magic anymore\). All these changes should not cause any trouble,) Tj T* 0 Tw .601163 Tw (since they were all rarely used features. Should you have any trouble, you can always downgrade to the) Tj T* 0 Tw (2.3 version.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 292.8236 cm
-q
-BT 1 0 0 1 0 50 Tm .196098 Tw 12 TL /F1 10 Tf 0 0 0 rg (The examples shown here have been tested with Python 2.6. Python 2.4 is also supported - of course the) Tj T* 0 Tw 1.649398 Tw (examples requiring the ) Tj /F4 10 Tf 0 0 0 rg (with ) Tj /F1 10 Tf 0 0 0 rg (statement will not work there. Python 2.5 works fine, but if you run the) Tj T* 0 Tw 1.41784 Tw (examples in the interactive interpreter you will notice a few differences since ) Tj /F4 10 Tf 0 0 0 rg (getargspec ) Tj /F1 10 Tf 0 0 0 rg (returns an) Tj T* 0 Tw .909982 Tw /F4 10 Tf 0 0 0 rg (ArgSpec ) Tj /F1 10 Tf 0 0 0 rg (namedtuple instead of a regular tuple. That means that running the file ) Tj /F4 10 Tf 0 0 0 rg (documentation.py) Tj T* 0 Tw /F1 10 Tf 0 0 0 rg (under Python 2.5 will print a few errors, but they are not serious.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 259.8236 cm
-q
-BT 1 0 0 1 0 3.5 Tm 21 TL /F2 17.5 Tf 0 0 0 rg (LICENCE) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 241.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Copyright \(c\) 2005-2015, Michele Simionato All rights reserved.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 211.8236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 1.328555 Tw (Redistribution and use in source and binary forms, with or without modification, are permitted provided) Tj T* 0 Tw (that the following conditions are met:) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 205.8236 cm
-Q
-q
-1 0 0 1 62.69291 157.8236 cm
-0 0 0 rg
-BT /F1 10 Tf 12 TL ET
-BT 1 0 0 1 0 2 Tm T* ET
-q
-1 0 0 1 20 0 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 38 Tm /F1 10 Tf 12 TL .830651 Tw (Redistributions of source code must retain the above copyright notice, this list of conditions and the) Tj T* 0 Tw .161647 Tw (following disclaimer. Redistributions in bytecode form must reproduce the above copyright notice, this) Tj T* 0 Tw 1.259213 Tw (list of conditions and the following disclaimer in the documentation and/or other materials provided) Tj T* 0 Tw (with the distribution.) Tj T* ET
-Q
-Q
-q
-Q
-Q
-q
-1 0 0 1 62.69291 157.8236 cm
-Q
-q
-1 0 0 1 62.69291 79.82362 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 62 Tm /F1 10 Tf 12 TL .17998 Tw (THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND) Tj T* 0 Tw 2.911797 Tw (ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED) Tj T* 0 Tw 5.165529 Tw (WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE) Tj T* 0 Tw 1.395433 Tw (DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR CONTRIBUTORS BE LIABLE) Tj T* 0 Tw 5.53122 Tw (FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL) Tj T* 0 Tw 2.705976 Tw (DAMAGES \(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR) Tj T* 0 Tw ET
-Q
-Q
-
-endstream
-endobj
-108 0 obj
-<< /Length 838 >>
-stream
-1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET
-q
-1 0 0 1 62.69291 717.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 38 Tm /F1 10 Tf 12 TL 3.868976 Tw (SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION\) HOWEVER) Tj T* 0 Tw 1.326647 Tw (CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR) Tj T* 0 Tw 1.525366 Tw (TORT \(INCLUDING NEGLIGENCE OR OTHERWISE\) ARISING IN ANY WAY OUT OF THE USE OF) Tj T* 0 Tw (THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.) Tj T* ET
-Q
-Q
-q
-1 0 0 1 62.69291 687.0236 cm
-q
-0 0 0 rg
-BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .407132 Tw (If you use this software and you are happy with it, consider sending me a note, just to gratify my ego. On) Tj T* 0 Tw (the other hand, if you use this software and you are unhappy with it, send me a patch!) Tj T* ET
-Q
-Q
-
-endstream
-endobj
-109 0 obj
-<< /Nums [ 0 110 0 R 1 111 0 R 2 112 0 R 3 113 0 R 4 114 0 R
- 5 115 0 R 6 116 0 R 7 117 0 R 8 118 0 R 9 119 0 R
- 10 120 0 R 11 121 0 R 12 122 0 R 13 123 0 R 14 124 0 R
- 15 125 0 R ] >>
-endobj
-110 0 obj
-<< /S /D /St 1 >>
-endobj
-111 0 obj
-<< /S /D /St 2 >>
-endobj
-112 0 obj
-<< /S /D /St 3 >>
-endobj
-113 0 obj
-<< /S /D /St 4 >>
-endobj
-114 0 obj
-<< /S /D /St 5 >>
-endobj
-115 0 obj
-<< /S /D /St 6 >>
-endobj
-116 0 obj
-<< /S /D /St 7 >>
-endobj
-117 0 obj
-<< /S /D /St 8 >>
-endobj
-118 0 obj
-<< /S /D /St 9 >>
-endobj
-119 0 obj
-<< /S /D /St 10 >>
-endobj
-120 0 obj
-<< /S /D /St 11 >>
-endobj
-121 0 obj
-<< /S /D /St 12 >>
-endobj
-122 0 obj
-<< /S /D /St 13 >>
-endobj
-123 0 obj
-<< /S /D /St 14 >>
-endobj
-124 0 obj
-<< /S /D /St 15 >>
-endobj
-125 0 obj
-<< /S /D /St 16 >>
-endobj
-xref
-0 126
-0000000000 65535 f
-0000000075 00000 n
-0000000161 00000 n
-0000000271 00000 n
-0000000386 00000 n
-0000000499 00000 n
-0000000688 00000 n
-0000000886 00000 n
-0000000994 00000 n
-0000001165 00000 n
-0000001336 00000 n
-0000001508 00000 n
-0000001680 00000 n
-0000001852 00000 n
-0000002024 00000 n
-0000002196 00000 n
-0000002368 00000 n
-0000002540 00000 n
-0000002712 00000 n
-0000002884 00000 n
-0000003056 00000 n
-0000003228 00000 n
-0000003400 00000 n
-0000003572 00000 n
-0000003744 00000 n
-0000003916 00000 n
-0000004088 00000 n
-0000004260 00000 n
-0000004432 00000 n
-0000004604 00000 n
-0000004776 00000 n
-0000004948 00000 n
-0000005120 00000 n
-0000005292 00000 n
-0000005464 00000 n
-0000005636 00000 n
-0000005808 00000 n
-0000005980 00000 n
-0000006152 00000 n
-0000006324 00000 n
-0000006496 00000 n
-0000006668 00000 n
-0000006840 00000 n
-0000007012 00000 n
-0000007184 00000 n
-0000007356 00000 n
-0000007859 00000 n
-0000007978 00000 n
-0000008183 00000 n
-0000008300 00000 n
-0000008529 00000 n
-0000008756 00000 n
-0000008985 00000 n
-0000009195 00000 n
-0000009391 00000 n
-0000009620 00000 n
-0000009830 00000 n
-0000010040 00000 n
-0000010251 00000 n
-0000010462 00000 n
-0000010673 00000 n
-0000010864 00000 n
-0000011094 00000 n
-0000011312 00000 n
-0000011542 00000 n
-0000011753 00000 n
-0000011948 00000 n
-0000012178 00000 n
-0000012374 00000 n
-0000012562 00000 n
-0000012738 00000 n
-0000012995 00000 n
-0000013246 00000 n
-0000013457 00000 n
-0000013567 00000 n
-0000013815 00000 n
-0000013893 00000 n
-0000014010 00000 n
-0000014139 00000 n
-0000014281 00000 n
-0000014411 00000 n
-0000014546 00000 n
-0000014684 00000 n
-0000014826 00000 n
-0000014952 00000 n
-0000015075 00000 n
-0000015207 00000 n
-0000015348 00000 n
-0000015489 00000 n
-0000015642 00000 n
-0000015783 00000 n
-0000015920 00000 n
-0000016032 00000 n
-0000016206 00000 n
-0000025233 00000 n
-0000037517 00000 n
-0000053936 00000 n
-0000072471 00000 n
-0000093910 00000 n
-0000113111 00000 n
-0000127049 00000 n
-0000146974 00000 n
-0000163187 00000 n
-0000177912 00000 n
-0000192010 00000 n
-0000208189 00000 n
-0000216529 00000 n
-0000232666 00000 n
-0000242612 00000 n
-0000243507 00000 n
-0000243721 00000 n
-0000243759 00000 n
-0000243797 00000 n
-0000243835 00000 n
-0000243873 00000 n
-0000243911 00000 n
-0000243949 00000 n
-0000243987 00000 n
-0000244025 00000 n
-0000244063 00000 n
-0000244102 00000 n
-0000244141 00000 n
-0000244180 00000 n
-0000244219 00000 n
-0000244258 00000 n
-0000244297 00000 n
-trailer
-<< /ID
- % ReportLab generated PDF document -- digest (http://www.reportlab.com)
- [(\332:\210,\011\256\334I\352\235\026\321\241\263\032\277) (\332:\210,\011\256\334I\352\235\026\321\241\263\032\277)]
- /Info 74 0 R /Root 73 0 R /Size 126 >>
-startxref
-244336
-%%EOF