diff --git a/.flake8 b/.flake8 deleted file mode 100644 index b3d87d545..000000000 --- a/.flake8 +++ /dev/null @@ -1,52 +0,0 @@ -[flake8] -ignore= - # over indented - E127, - # under indented - E128, - # space around | -- nice to omit in int|str - E227, - # 0 blank lines -- good test but something going wrong in new algorithm - E301, - # blank lines - E302, - # blank lines - E303, - # let pylint check line length - E501, - # let pylint check bare except - E722, - # do not assign a lambda - E731, - # let pylint check for imported but unused (wildcards and exports trigger) - F401, - # __all__ is okay to get from wildcard. - F405, - # let pylint check for undefined (del at end of module makes undefined) - F821, - # let pylint check for unused - F841, - # extra blank lines at end of file - W391, - # line break BEFORE binary operator - W503, - -exclude= - .git, - __pycache__, - *.pyc, - ext, - -# F403 = from module import * - -per-file-ignores = - music21/chord/tables.py:E122,E124,E201,E202,E203,E221,E231,E241 - music21/common/__init__.py:F403 - music21/features/__init__.py:F403 - music21/search/__init__.py:F403 - -max-line-length=100 - -inline-quotes = single -multiline-quotes = ''' -docstring-quotes = ''' diff --git a/.github/workflows/maincheck.yml b/.github/workflows/maincheck.yml index eb1168b3b..7b21a16de 100644 --- a/.github/workflows/maincheck.yml +++ b/.github/workflows/maincheck.yml @@ -19,7 +19,7 @@ jobs: - uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} - - uses: actions/checkout@v2 + - uses: actions/checkout@v4 - name: Install Ubuntu dependencies run: ./.github/scripts/install_ubuntu_deps.sh - name: Setup Lilypond @@ -36,7 +36,7 @@ jobs: lint: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v1 + - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v4 with: @@ -56,10 +56,10 @@ jobs: pylint -j0 music21 pylint -j0 documentation - flake: + ruff: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v1 + - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v4 with: @@ -71,15 +71,15 @@ jobs: pip install wheel pip install -r requirements.txt pip install -r requirements_dev.txt - - name: PEP8 with flake8 + - name: Code-style etc. with Ruff run: | - flake8 music21 - flake8 documentation + ruff check music21 + ruff check documentation mypy: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v1 + - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v4 with: diff --git a/documentation/nbvalNotebook.py b/documentation/nbvalNotebook.py index b34317ae0..859049a1a 100644 --- a/documentation/nbvalNotebook.py +++ b/documentation/nbvalNotebook.py @@ -12,9 +12,9 @@ import subprocess # noinspection PyPackageRequirements -import pytest # pylint: disable=unused-import +import pytest # pylint: disable=unused-import # noqa # noinspection PyPackageRequirements -import nbval # pylint: disable=unused-import +import nbval # pylint: disable=unused-import # noqa from music21 import environment from music21 import common diff --git a/documentation/source/about/what.ipynb b/documentation/source/about/what.ipynb index 1315bc8b8..c530c1e44 100644 --- a/documentation/source/about/what.ipynb +++ b/documentation/source/about/what.ipynb @@ -102,7 +102,7 @@ } ], "source": [ - "n = note.Note(\"D#3\")\n", + "n = note.Note('D#3')\n", "n.duration.type = 'half'\n", "n.show()" ] @@ -144,7 +144,7 @@ } ], "source": [ - "littleMelody = converter.parse(\"tinynotation: 3/4 c4 d8 f g16 a g f#\")\n", + "littleMelody = converter.parse('tinynotation: 3/4 c4 d8 f g16 a g f#')\n", "littleMelody.show()" ] }, diff --git a/documentation/source/developerReference/installJupyter.ipynb b/documentation/source/developerReference/installJupyter.ipynb index 94f9d3280..d13188510 100644 --- a/documentation/source/developerReference/installJupyter.ipynb +++ b/documentation/source/developerReference/installJupyter.ipynb @@ -83,7 +83,7 @@ } ], "source": [ - "c = chord.Chord(\"C4 E4 G4\")\n", + "c = chord.Chord('C4 E4 G4')\n", "c.isConsonant()" ] }, diff --git a/documentation/source/developerReference/musicxmlTest.ipynb b/documentation/source/developerReference/musicxmlTest.ipynb index c8d702a21..c4f817e0a 100644 --- a/documentation/source/developerReference/musicxmlTest.ipynb +++ b/documentation/source/developerReference/musicxmlTest.ipynb @@ -53,7 +53,6 @@ }, "outputs": [], "source": [ - "import os\n", "import re\n", "import pathlib\n", "\n", @@ -67,29 +66,29 @@ " longFp = allF[i]\n", " else:\n", " for longFp in allF:\n", - " shortFp = longFp.name \n", + " shortFp = longFp.name\n", " if i in shortFp:\n", " break\n", " else:\n", - " raise FileNotFoundError(\"Cannot find: \" + str(i))\n", - " shortFp = longFp.name \n", + " raise FileNotFoundError('Cannot find: ' + str(i))\n", + " shortFp = longFp.name\n", " if shortFp in untested:\n", " untested.remove(shortFp)\n", - " \n", - " sc = converter.parse(longFp, forceSource=True) \n", + "\n", + " sc = converter.parse(longFp, forceSource=True)\n", " scores[i] = sc\n", - " \n", + "\n", " fp = pathlib.Path(sc.metadata.filePath).name\n", " print(fp + '\\n')\n", - " \n", + "\n", " desc = sc.metadata.description\n", " desc = re.sub(r'\\s+', ' ', desc)\n", " print(desc)\n", - " \n", + "\n", " fpOut = sc.write('musicxml')\n", " with open(fpOut, 'r') as musicxmlOutFile:\n", " allOut = musicxmlOutFile.read()\n", - " \n", + "\n", " musicxmlOut[i] = allOut\n", " return sc.show()" ] @@ -618,7 +617,7 @@ } ], "source": [ - "s('03aa') " + "s('03aa')" ] }, { @@ -786,7 +785,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "{0.0} \n", + "{0.0} \n", "{0.0} \n", " {0.0} \n", " {0.0} \n", @@ -1032,7 +1031,7 @@ ], "source": [ "for m in scores['11d'].recurse().getElementsByClass('TimeSignature'):\n", - " print(m, m.displaySequence.flat)" + " print(m, m.displaySequence.flatten())" ] }, { @@ -1754,7 +1753,7 @@ } ], "source": [ - "s('13d') # great musescore support except octaves. no Finale support; " + "s('13d') # great musescore support except octaves. no Finale support;" ] }, { @@ -1841,9 +1840,9 @@ } ], "source": [ - "# failing on mid-measure staff-details change. \n", + "# failing on mid-measure staff-details change.\n", "# Incorrect interpretation of lines is MuseScore; finale incorrect also\n", - "s('14a') " + "s('14a')" ] }, { @@ -2362,7 +2361,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "{0.0} \n", + "{0.0} \n", "{0.0} \n", " {0.0} \n", " {0.0} \n", @@ -2560,7 +2559,7 @@ } ], "source": [ - "s('23e') " + "s('23e')" ] }, { @@ -2945,7 +2944,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "" ] @@ -3047,9 +3046,9 @@ } ], "source": [ - "# failling on normal from, angled ferm, squareferm position; \n", + "# failling on normal from, angled ferm, squareferm position;\n", "# arp., non-arp., acc.mark (block museScore -- what is this?),\n", - "s('32a-Notations') " + "s('32a-Notations')" ] }, { @@ -3087,7 +3086,7 @@ } ], "source": [ - "# failing on delayed turn (at least a turn should be put in), \n", + "# failing on delayed turn (at least a turn should be put in),\n", "# turn + accidental (block: museScore).\n", "s('32aa')" ] @@ -3318,7 +3317,7 @@ }, { "data": { - "image/png": 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eAAAA4JB0XENRZE/DQnWHigsacj5/2YlsI+c19PmF+wtkZk5t6PNnLDsRAAAAAGZrrVFoy/CV6qrR/rnLTAQAAAAAYLs4mIrENczrW4rEAAAAAAALcbAViS8dvd5nqVkAAAAAAGwTB1uReGUk8elLzQIAAAAAYJs42IrEl41eT6mOXmYiAAAAAADbwTyLxLurc6pvb5g+YscGrrl6bP+0OeQEAAAAAMCYeRSJj6t+s/p8w/QR76muqK6rXlKduM61XxrbP20OuQEAAAAAMGbWReJ7Vh+onl0dP3HuhOrnqw+O4qa5raGYXHXqjHMDAAAAAGDCLIvEO6vXVWfuJ+4+1R+29vQT14xej5hRXgAAAAAArGGWReInVd+xwdjzq7PWOHft6PX2LWcEAAAAAMC6Zlkk/uFNxj9mjfY7j15v20IuAAAAAABswCyLxBdsMn5yzuIVJ4xejSQGAAAAAJizWRWJj2p1BPBG3TSl7S7VvUb7X9xSRgAAAAAALMzRDdND7NnE9ogp9/l3Y+dPnnvWs3Fa9fzRK4txckOfP2DZiWwjd23o8/OWnQgAAAAAB6+PtPEC8d9XOyau31H95ej8JxaTMgAAAAAAs/K8NlYgvrY6c8r1F43FPGcB+QIAAAAAMEO7q6tav0D80ersKdc+tbp1FHNldewC8gUAAAAAYMYeUl3XvsXhN1TfW+2ciH9k9Y6xuK+N2gAAAAAAWIDJeYFn4ZzqddUDx9qurj5UfbH6RnVG9eDq7mMxX6ieWL1/DjkBAAAAALBAR1TPqi5rY4vYPbU6aimZAgAAAABsY/MYSTx5//OqhzeMLD6hurFh3uErG4rIlzYUiwEAAAAAWLD/D+EUyimRYUx0AAAAAElFTkSuQmCC", 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eeHzVKP7i6tZzyBcAAAAAgBl7XHVe9cnqLqOxW7WyePzsNc69S/WQhoLyRS0vdPewOeYLAAAAAMAc3ar6UssF4vdVR06Ju2N17Vjc0vbTi0kTAAAAAID9tXON8Ts3LD5329Hjd1ePqH40JfbS6ppR/JEtt5e4SfXGmWUKAAAAAMBCnFld0jAb+Orq11te4G4jvtrybOKT9xILAAAAAMAB5PEtLzr3+eoeo/Ejq9uNxT2u+p/VL0+5xttbLhI/Y26ZAgAAAAAwU89sWGxuT/Xy6oixYy8ajT+gOrHlIvC11SkT1zl/7PgvzjVjAAAAAABm4rkNRd1Lq8dMHLtTw+zii6vd1WNbuUDdGWOxJ00cO32eSQMAAAAAsDm7qv9YvXD0+IPVadXzRo9PqB5Z3aB6XUOx+Oyx8//T2ONd1UvHjv2v6gvzSPoQcGR1XUPPZwAAAACALXVdK2f/rrXdceycc0Zj725oKfFvq/ePxX67utVi0j8o3Kl6ccP9uqDl+3R5Q3uOj1XPr+7Vvi0SCAAAAACwaRspEH9o4pybVu9ruYfx0nZ19UfV8YtI/CDw8OojbeweL23nV/+q2rH4dAEAAAAA9s3R1QMbWlKc3tCWgqGI/oZWF4C/Wf1FQ5uO946N/311zUTsR6qbLTpxAAAAAAA25w7VN1pZ8P1M9YTq8FHMTarvjY69t6HFxE2r32ro+zxePFYo5mC1a7QBAAAAwLZxWvWtlou8Vzb0bJ5sHfFbo+M/qE6eOPYT1XfHrvGWNZ7rN6vfr55c/fgMcodZuXtDi5prRtuHq/tsaUYAAAAAsAA3qr7ScnH3qurMKXE3qS4bxbxkjWv9bCtnIt9/SsxnJmI+Wb2gYZE82CqHV99pdauVSxt+RwAAAADgkPXqVhbFnrJG3K+Pjl9XndRQ1H1aK/s5H1ZdMHat/zrlOsdUz66+0OqC3Lurh2XxO+ZrZ0NP8ie1vFjlUdUVrX5PXt3QUqXqxtUTGz782LnAfAEAAABgbu7QyoLYZxsKvZOOrC4axfzNaOyvRo/Pqm47FvuJset9cJ3nPqx6RMNM4snC3PurM/bj9cDenNDQUmLpvfbhsWOPbmWh+MqGtihLPjZ27AOjawEAAADAQe0VrSzOPnyNuF8ei3n1aOzXx8Yuq15VvWHieu/bQA47qgc3FJTHz72uemm1e99eEqzpsIYPICZnCo/PCr5NQ3H46urUifMvmzj3g5lRDAAAALDt7Whou/CAps/APdBNtnw4fuzYExpm+Z7UyhmUX62OqI6uvj5x/uT2sn3IZUfDrM3JQtxZ1S3347XBpHu2+j36qSlxnx9tk8ZnyS9tPzmXTAEAAAA4KNyy+mjLxaJXbG06++WHLed/Tcv9hXdV3xyN/0LDrMrxwtjvjeLuW/2g6QXiq6vT9yOn27ayKL2nurC6135cC8ZNLqy49KHH5Gz1aUXiXdU5U85/4hzzBQAAAOAA9s9a7tE7vp25lUnth8+3Mv8njMafOjb2L6vLW/1aHzKKvUP1joljX2voN7y/drW6dcVF1SmbuCYcUb234f386YYe3Huqt7dcKH5YQ6uT60b7NbwfXz+KPadhRvFl1UcaFrMDAAAAYJu5Z2vPnv34Fua1P/7fVr+Gr43tX9+wONdrpsR9q7rZ2LXuUD2oemCrW2/coKFo/ILqN6uf2kBuO1suzC1tX65uui8vENZxWPVHDe+tLza0Npl8n3+yOnu0//qGgjEAAAAA29itW27DsNZ25y3Lbt+dWl3V2q/lLaO4Y6ovTTn+9oZewuu5a8tFtvHtz1q/4HZMQ1F58rx3bfzlwf/vJg39tSftaGXbmK9ULx9t542Nn9309+utW9nLGwAAAIBD2OHVZ1q/QLyn+u2tSnA/PbWhH/Hk67igusVY3J2bPoP6setc+5YNM46XYicXpfu1Nc77heqSKc91sLb1YGvds+X33q9MOf6elj+4OGJsfHf12tGxT0w57+kNs+1/2DCDHgAAAIBD3K+19wLxWsWkA939qzdW5zf0Kf7N6rgpcY9r9ev9bGvPJv7LsbjfayjAndZysfn8Kee8cOL65zV85X+yBcDeZjDDkve2/N65prrj2LF7NPQf/kZ11JRzj2iYXbynlW1STmrlgo5nzThnAAAAAA4wJ1Q/amNF4qtaXgTrUPT7rX7Nd5wSd8ex4/9UHTl27C0t9zzeOTY+WYT+3YYi3X2mPOfDZ/WCOORd2sr3zo8aPsw5q+Xf6z9d5/w/HMVcPTrvE62eVX9t+hUDAAAALNTkwmjz9uxWfg193McaZiouuUF1t7lntHWeU31qYuw+U+J+bmz/Aw3FuCVLC979Y8Mszqqjq1eOxfzp6LmuHD3f/564/uM3njLb3LUTj3c3fPBzQsPva21sZvrhY+dN/n1wXUOxGAAAAIBD0I2b3ov3+9VjRjG7WtkS4RmLT3OhHt3eZ/V+cOz4c8bGf3Js/HfGxp/RylmZ4/2QayjUjz/nZS3+wwIOTm9u5SziM8aOPXQ0/u3qRlPO3V19bRQz/sHHaa1sN/E3M88aAAAAgAPGtD68V7eyP2kNi1gtHX/9AvPbCo9o+bVe0TCzctJFYzG/OBo7saH1xJ6GBe2OH4t/z1j8B6dc78xW/zmcurmXwTZxcvXF6ntNX2jxww3vp/+n5ZnFNXz489LRsb9v9Wzjn6subigi32m2KQMAAABwIHljq4uTT5oSd/LY8XMXlt3iHVF9vOXX+h+mxOxu5f16ZsPM4KUFwC6p7jJxzoVj8b875ZqntPrP4Wc291LYRnY0tIuYZnxhu89XL6j+c/W5sfFPNb0lxeFrjAMAAABwiNjZ0NZgvDD5ljVijxyL+f5Cslu8Y6u/avl1/nnTC2Q3auU9+68NxbelGcT3mIg/YSL+2VOueXyri8QP29SrYbvb0fCBxJ6Gme//2Or32D81vGf3VC9PQRgAAABg27ltKwtG11e3Xyf+qrHYtRa6O1jdtzq/5df3xoav409zeKvv29IszROnxN9rIv45U2J+rNUFvJ/anxfCtnXjhrYmX29YCPHchvfRO6qjGgrAD274Pb6qeshobHf1hlHsF6tPj67xgerHF/oKAAAAAFi4h7WyKPmedWKPnIi9zdyzW4zd1fMbFpMbf31XVo9f57zJWZkfaJiJPM3dJmJfPSXm9q0uEt97314K29x4L+3x1jCTH3acM9rGHVZ9Zsr5T55jvgAAAACs47AFPc/krOHXrRN784nHN5gadXB5aMOCXf93Q+uNcbsb2k28oNVfwT+8unxi7EUNvYinud3E43/R6vt32sTji6vPjvbvVv1h9asdejO4mZ3zpoxd0/AByLjDWv13zPVTxta6JgAAAACHkBe1ctbgzdaJffhE7GTh82ByQvW2Vs+aXGt7c8PCfVW3qj4yJeZDrV44bEf1Sw2Fusn4543FHTYln1eNjt2m+sHY+J9u7qVzCNtR/Y9Wvo+ubuUHIPduKBpfVz1g4vzLJ8796/QoBgAAADjkvaLlgtAX9xL74lYWkNbrXXwgO7H6dquLth+szqxeNuXY+CJf1432X9wwc3j8+NurB1V3rJ5QfWw0fnn10inXe3P1n6v3Tzl2/1G+z5gYv6q1eyXD0dXrW36/vGPs2P/Zcv/spe25Y8ffMTb+1uq4BeQLAAAAwBZ7XctFoT9bJ25H9YVWFpfWm3V8oNrRsCjXZEH2kw09l5di3jMlZnx71ih2soC7VmH5rqPrvnMD8Xuq147l/IsTxy7L7E727sSGhQ93jx4f08qFJ5e26xtm1tcwE/6B1Sl5jwEAAABsG29quVj0onXi7t3KwtLVLa5v8iwd0/SFvW4xEXeb6htTYq+vnjoWd3j1rilxS9tftLKX8/HV+9aJX/qK/+6xc46pvjp2fHzmJ2zUzuqCVr/fvp0+1wAAAAAHpB0NBZ15O746arR/SasXY5sWV0NP02/OMa95+vGWi7A/rL7XUPydtGsUu9TP9frqu9WPJuJ2NNyfG46NXVVdWl25Rg7HVDdqZduI6xru/2VT4g8bXf/ada4Je7Or4b23tGji1Q3vt8mF7VjfjpY//Lm0oWf4uJu39kzsz1b3mVNeAAAAwCFmV0OP3Hm7X3XqaP/zDTNWJ924YdG6cd9oWKjtYLS7YebwpQ0F4vXsrG462r+4oZC7lqMbCrmXNxSf92apuHxUQ+H54qYXq4EDy+HV40f7X6m+NHH8Ca3dN/yqeSUFAAAAsL9e3vLXzp+4RsxbWv0V9WetEQtwqBtvW/P0KcevaO12Mq+dEg8AAAAw1aL6/V64l+d8TPXIKeN/M590AAAAAACoxRWJvzW2P7l41S2r/zblnPOqL8wtIwAAAAAAtqRIfIux/Z3Vn1THTjnnNQ1fmwYAAAAAYE62okh8q7H936n++ZT4KxqKxAAAAAAAzNGiisTfGNtfKhL/cvUra8T/cfX9uWYEAAAAAMDCisQXV5eM9m9XPaT6wzVir69euoikAAAAAAC2u0UVife0vAjdSdVfNPQjnub11fnzTwkAAAAAgEUViavOGf3cUR2zRszl1a8uJh0AAAAAABZZJP7SBmKe38pF7gAAAAAAmKNFFYlPb+8zhM9p7T7FAAAAAADMwa7qFnN+jjtXb6qOXSfm+ur/qm4251wADhZHj+3fuNV/V+9Y59wbzD4dAAAA4FC1o2FROQAOHV+u7rDVSQAAAAAHh13Vv5nTtU+unlEdsZe4z1WvTrEaYNwR1e+P9t9YfWji+B9Uu9c49x/mlRQAlNCL7QAAC7FJREFUAADARt2nurSh8Lvedl7D16gBWOmYlv+ufPqU41e09t+tr11QjgAAAMAhYB4L1927em9DgWM9P6oe1VBMBgAAAABgC8y6SHzPhgLxRmYHv6o6e8bPDwAAAADAPphlkfiM6n3VTTYYf8sZPjcAAAAAAPthVkXim1fvamMF4qtGP0+f0XMfTHZWx1dHVzu2OJftwj1fPPccAAAA4CAyiyLxkdXbq1tvIPaZ1TtG+7evbjCD5z+Q7ajuV/1J9eXqyuri6rKGRafe1NDDmdlxzxfPPQcAAADY5l5Z7dnLdl315FH888fGD+XZxI+pzmnv9+ba6t9tUY6HGvd88dzz+Tmm5fv39CnHr2jt+/3aBeUIAAAA0CPbe3Ho6upRY+c8YuzYv1pksgtyXPXn7f2+TBbRz9iKZA8R+3vP774VyR4i9veem1G8cYrEAAAAwAHvptV3W78o9MPqoRPnnTJ2/DcWleyC3KL6avtWOFvaXrD4dA8Jm7nnv7sF+R4KNnPPX7kF+R6sFIkBAACAhdhMT+LfaJhNuJZrqodX75kY/1r1g9H+odRu4rjqvdXJ+3n+bWeYy3ax2Xt++xnmsl1s9p6fNsNcAAAAAJiB/S0Sn1H98l5inlS9b8r49Q09TKvuvJ/PfyB6ZZt7PVfMKpFtZLP3/LJZJbKNuOcAAAAAh5hdrewXvFHPbv0C85+1uhfxuKVC0e2qfz2KvaZhcauD0SnVz23yGke2f38W29Us7vn+vv+3q1nc82tzzzfqyLH9u7X6vu1a59ybzj4dAAAA4FC1o6F/JQCHji9Xd9jqJAAAAICDw67q7vt4zr+tnrrGse80zDT8/pRjR1X/vmE23I4NPM8l1curtzW0qDiQvbnN9RT+ZPW0FOz3hXu+eO75Yh1VfXS0/9vVmyaO/69WzjYe93fzSgoAAABgR3VBQ5Fn2rbWV9HvsJfz1ts+UB0/l1czG3etrmv/XtuehmL4nRae9cHtlNzzRfux3PNFO6bl+/f0KcevaO37/doF5QgAAABsQ7dt7aLE3zZ9hvCdqgvXOW8j23nVLef0mjbrQe3/6/phdb/Fp3zQu3vu+aKdmHu+aIrEAAAAwEKst/jcNA9c59hvNhQnxh1VvbX68X18nkmnVu9qKJocKi6oHtLwlXEWwz1fPPccAAAA4AA3qyLxedWHpoz/TnW7fXyOtdy1etmMrjUPX9yH2NdWd2m53yj757x9iHXPZ+Nr+xDrngMAAAAcgv626V9tfvaU2FMaFpzbyNfRv9/6X50e39abzbwVltpNPKx6SXV50/P+evXCNrfwF4OldhOPzz1flKV2E/8m93xRtJsAAAAAFmLXPsbfdMrYtdXrpow/vek9iqs+Xr2j+q3R41+tXl3dpKEI/JTq4Wuc+1+qn9xgvot0VfUfq+dV969uVR1enT/avtqw8Bez454v3tW55wAAAADb2jdbPWPt76bE7W6YHTwZ+93q0aOYw1qeCfeKKdc4s7poyjX2VPecyauZjaWZxGdudSLbyNJM4kdtdSLbyNJM4qdsdSLbiJnEAAAAwELsa0/iaQvHTesLe9fqxhNjl1cPqN48enx99bnR/hlTrvGB6qcbZotOeuxeMwUAAAAAYK/2tUj8vSljX54y9hNTxp5cnTsxtjQL+Yymt6Y4u/r3U8Z/dq0EAQAAAADYuH0tEn9rythXpozdcuLx2dVbp8QtzSQ+trrFGs/5quqzE2N3rG6wRjwAAAAAABs0iyLxtGscMfH4dQ19MieN9zOe1nKi0XlvmPKcJ64RDwAAAADABu2qfncf4m8+ZezJDTN7x91r4vH9qxOmnHt4QxF4R/VrDT2Ip7nplLHfqL6+ZqaLc5vRz6dVP7OViWwjPzb6+aTqvluZyDay1I/8sa3+fWc+xr8t8cjqpHWOTzp55tkAAAAAh6wd1Y/2If6wVhcmrquumRjb2VAAXnJ1w0J10+we5THtOuN57p4YW++ai7R0Tw6UfLaDpXt+TcP7hvlb+h10zxdr6VsZ0+775Dc2xn0pxXwAAABgTnZWFzbM/l3azp4Sd9OGgsZSzDPXueYbRjF/t07McRPPuac6ZR9zn5cHNeRz5lYnso3cveGeP2qrE9lGTmy450/Z6kS2kWNa/vvu6VOOX9HqvxeXttcuKEcAAADgELCvPYmvq94yMXZ6dduJsYurvxp7/NiGmYjTLBWHT2vl7ONxk7OIL63OXy9RAAAAAAD2bl+LxFW/U101MfaEKXHPbbn9wv2rR6xxvaUi8Q2q260RMzlr+MP5yjsAAAAAwKbtT5H4/OoPJsae3fJiYkv+fjS+5M+rh0653ufG9s9Y4zkfMPH4HeunCAAAAADARuxPkbjqRdXXxx4fU/2XKXG/X/2nhhnFR1R/PRobX3Dpwurbo/21isT/cmz/oupP9z1lAAAAAAAm7W+R+NKGwu0VY2O/WP3SRNye6rer+1bvbOhL/KzqNRNxSy0nphWJ79HQrmLJ71VX7lfWAAAAAACssL9F4hraRDyu5b7DVX9U/Ycp1/1k9bPVidXjqxdPHF+rSLyzesXY4080FIkBAAAAAJiBzRSJq95VPaq6bPR4Z/WShlnDkz2Kq/6xemN1zsT4UpH45Oro0f6OhkXy7jt6fGlDgfmaTeYMAAAAAMDIZovEVW+r7tXKwu+/aJhp/PCGYu/ejC9ed+fqRtWrq18ZjV0+uubXNpssAAAAAADLZlEkrjqv+onqdWNjJzQUkD9dPbk6dp3zv1z9aLT/7NH1njp6fHH10OrjM8oVAAAAAICRXTO81g+qX6heWj2/esRo/B7Vn1TXNswYPq/6SkPriaMbisk3b7m38aPGrvm2hsXwLpphngAAAAAAjMyySLzks9Ujq7s2LGL3M9Xxo+e652hbz/XVm6uXVR+r9swhRwAAAAAAGvoFf2QBz3Gj6rjqqOrw6gYNrS6ubliI7uqGIvJxDTOOz5pzTrN0k+r06uyGxfWYvxtVd6vOrb67xblsF7urezd8E+DbW5zLdrGz5YU7/6H61sTx+45ipvl0w58XAAAAwF7taijKztslo209xzQUiXc1FD6umndSM3Ld2M9F3EuW7/P1ueeLsvStA/d8cfZU3x/t/6jV9/3S1u4rr0UPAAAAcFA6pqEosqdhobqDxYMacj5zqxPZRu7ecM8ftbdAZubEhnv+lK1OBAAAAIDZWmsW2la4rLpgtH/GViYCAAAAALBdHEhF4hr6+pYiMQAAAADAQhxoReJzRj9P3dIsAAAAAAC2iQOtSLw0k/jkLc0CAAAAAGCbONCKxOeOft68OmIrEwEAAAAA2A7mWSQ+sjq9+smG9hE7NnDOhWP7J80hJwAAAAAAxsyjSHxM9QfVNxvaR3y4Oq/6bvXi6rh1zv3O2P5Jc8gNAAAAAIAxsy4S36o6q3pmdZOJY8dWz6k+MYqb5tqGYnLViTPODQAAAACACbMsEu+sXl+dtpe4U6v/3trtJy4a/Tx8RnkBAAAAALCGWRaJH1M9cIOxZ1Z3WuPYxaOf1206IwAAAAAA1jXLIvHP72P8Q9YYv+Ho57WbyAUAAAAAgA2YZZH4QfsYP9mzeMmxo59mEgMAAAAAzNmsisS7W54BvFFXTBm7UXXr0f63N5URAAAAAAALc0RDe4g9+7Ddd8p1/o+x4yfMPevZOKl63ugni3FCwz2/41Ynso3cuOGe332rEwEAAADgwPWZNl4g/lS1Y+L8HdVfj45/YTEpAwAAAAAwK89tYwXii6vTppz/uLGYZy0gXwAAAAAAZujI6oLWLxB/trrzlHOfWF0zivlqdfQC8gUAAAAAYMbuUX231cXhN1UPrnZOxN+vet9Y3A9HYwAAAAAALMBkX+BZOL16fXWXsbELq09W366urE6p7lbdYizmW9Wjq4/PIScAAAAAABbo8OoZ1bltbBG7J1a7tyRTAAAAAIBtbB4ziSevf/fqPg0zi4+tLm/oO/zVhiLyOQ3FYgAAAAAAFuz/A8I3NgqYH8V/AAAAAElFTkSuQmCC", "text/plain": [ "" ] @@ -3333,9 +3332,9 @@ } ], "source": [ - "# block MuseScore: \n", + "# block MuseScore:\n", "# bend-alter, hammer, pull, ped change\n", - "# failing: dashed slur, octave shift mark, bend-alter, slide, \n", + "# failing: dashed slur, octave shift mark, bend-alter, slide,\n", "# grouping. hammer, pull, all ped.\n", "s('33a')" ] @@ -3593,7 +3592,7 @@ ], "source": [ "# failing except for normal/wavy glissando\n", - "# museScore blocking: solid, dashed, dotted for gliss, and \n", + "# museScore blocking: solid, dashed, dotted for gliss, and\n", "# dashed, dotted, wavy for slide. Text works great!\n", "s('33h')" ] @@ -4338,7 +4337,7 @@ } ], "source": [ - "s('43d') # failing # cross-staff-beaming. fails utterly in m21 so far. \n", + "s('43d') # failing # cross-staff-beaming. fails utterly in m21 so far.\n", "# chord tones fail to cross on musescore; perfect on Finale." ] }, @@ -6582,7 +6581,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.0" + "version": "3.13.9" } }, "nbformat": 4, diff --git a/documentation/source/developerReference/testing.ipynb b/documentation/source/developerReference/testing.ipynb index 9a17d5083..c5655895e 100644 --- a/documentation/source/developerReference/testing.ipynb +++ b/documentation/source/developerReference/testing.ipynb @@ -73,7 +73,7 @@ } ], "source": [ - "if __name__ == \"__main__\":\n", + "if __name__ == '__main__':\n", " import music21\n", " music21.mainTest(Test)" ] @@ -104,17 +104,19 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ + "from music21 import exceptions21\n", + "\n", "def flipStemDirection(n):\n", " '''\n", " Takes in a note with a `.stemDirection` of 'up' or 'down'\n", " and transforms it to the other. Does nothing if the `stemDirection` is not defined.\n", - " \n", + "\n", " Notes without stem direction of `up` or `down` are left alone:\n", - " \n", + "\n", " >>> n = note.Note()\n", " >>> n.stemDirection\n", " 'unspecified'\n", @@ -131,9 +133,9 @@ " >>> flipStemDirection(n)\n", " >>> n.stemDirection\n", " 'up'\n", - " \n", + "\n", " Objects without `.stemDirection` raise a Music21Exception\n", - " \n", + "\n", " >>> r = note.Rest()\n", " >>> flipStemDirection(r)\n", " Traceback (most recent call last):\n", @@ -142,8 +144,8 @@ " try:\n", " sd = n.stemDirection\n", " except AttributeError:\n", - " raise exceptions21.Music21Exception(\"flipStemDirection only works on Notes\")\n", - " \n", + " raise exceptions21.Music21Exception('flipStemDirection only works on Notes')\n", + "\n", " if sd == 'up':\n", " n.stemDirection = 'down'\n", " elif sd == 'down':\n", @@ -238,7 +240,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -252,7 +254,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.1" + "version": "3.13.9" }, "pycharm": { "stem_cell": { @@ -265,5 +267,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/documentation/source/testsAndInProgress/devTest_inversions.ipynb b/documentation/source/testsAndInProgress/devTest_inversions.ipynb index 59fe3b9b9..f5aac02b0 100644 --- a/documentation/source/testsAndInProgress/devTest_inversions.ipynb +++ b/documentation/source/testsAndInProgress/devTest_inversions.ipynb @@ -173,7 +173,7 @@ "metadata": {}, "outputs": [], "source": [ - "cMaj = chord.Chord(\"C3 E3 G3\")\n", + "cMaj = chord.Chord('C3 E3 G3')\n", "s = stream.Stream()\n", "for i in range(20):\n", " inv = i % 3\n", @@ -250,7 +250,7 @@ "metadata": {}, "outputs": [], "source": [ - "cMaj = chord.Chord(\"C1 G1 E2\")\n", + "cMaj = chord.Chord('C1 G1 E2')\n", "s = stream.Stream()\n", "for i in range(7):\n", " inv = i % 3\n", @@ -291,7 +291,7 @@ "metadata": {}, "outputs": [], "source": [ - "cMaj = chord.Chord(\"C3 E3 G3 B-3 D-4 F#4\")\n", + "cMaj = chord.Chord('C3 E3 G3 B-3 D-4 F#4')\n", "s = stream.Stream()\n", "for i in range(17):\n", " inv = i % 6\n", @@ -379,7 +379,7 @@ } ], "source": [ - "germ6 = chord.Chord(\"A-3 C4 E-4 F#4\")\n", + "germ6 = chord.Chord('A-3 C4 E-4 F#4')\n", "s = stream.Stream()\n", "print(germ6.inversion())\n", "for i in range(12):\n", diff --git a/documentation/source/testsAndInProgress/devTest_timespans.ipynb b/documentation/source/testsAndInProgress/devTest_timespans.ipynb index 4b3aa4ab3..896650758 100644 --- a/documentation/source/testsAndInProgress/devTest_timespans.ipynb +++ b/documentation/source/testsAndInProgress/devTest_timespans.ipynb @@ -550,8 +550,7 @@ "for v in tsColSmall.iterateVerticalities():\n", " if v:\n", " print(v)\n", - " print(v.getAllVoiceLeadingQuartets())\n", - " " + " print(v.getAllVoiceLeadingQuartets())\n" ] }, { diff --git a/documentation/source/testsAndInProgress/devTest_unconvertedExamples.ipynb b/documentation/source/testsAndInProgress/devTest_unconvertedExamples.ipynb index f89737a11..626695c19 100644 --- a/documentation/source/testsAndInProgress/devTest_unconvertedExamples.ipynb +++ b/documentation/source/testsAndInProgress/devTest_unconvertedExamples.ipynb @@ -60,22 +60,22 @@ " workCount = 0\n", " intervalCount = 0\n", " seventhCount = 0\n", - " \n", - " # Perform a location search on the corpus and iterate over \n", + "\n", + " # Perform a location search on the corpus and iterate over\n", " # resulting file name and work number\n", " for result in corpus.search(region, field='locale'):\n", " workCount += 1\n", - " \n", + "\n", " # Parse the work and create a dictionary of intervals\n", " s = result.parse()\n", " intervalDict = diversityTool.countMelodicIntervals(s, found=intervalDict)\n", - " \n", + "\n", " # Iterate through all intervals, and count totals and sevenths\n", " for label in intervalDict.keys():\n", - " intervalCount += intervalDict[label][1] \n", + " intervalCount += intervalDict[label][1]\n", " if label in ['m7', 'M7']:\n", " seventhCount += intervalDict[label][1]\n", - " \n", + "\n", " # Calculate a percentage and store results\n", " pcentSevenths = round((seventhCount / float(intervalCount) * 100), 4)\n", " results.append((region, pcentSevenths, intervalCount, workCount))" @@ -97,7 +97,7 @@ ], "source": [ "# print results\n", - "for region, pcentSevenths, intervalCount, workCount in results: \n", + "for region, pcentSevenths, intervalCount, workCount in results:\n", " print('locale: {}: found {} percent melodic sevenths, '\n", " 'out of {} intervals in {} works'.format(\n", " region, pcentSevenths, intervalCount, workCount))" @@ -181,7 +181,7 @@ " part = soprano.augmentOrDiminish(speed)\n", " part.transpose(transposition, inPlace=True)\n", " outputScore.insert(0, part)\n", - " \n", + "\n", "outputScore.measures(1, 5).show()" ] }, diff --git a/documentation/source/testsAndInProgress/devTest_widgets.ipynb b/documentation/source/testsAndInProgress/devTest_widgets.ipynb index a6a9d251f..1b40db2c1 100644 --- a/documentation/source/testsAndInProgress/devTest_widgets.ipynb +++ b/documentation/source/testsAndInProgress/devTest_widgets.ipynb @@ -13,31 +13,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "19b1f3bc", - "metadata": {}, - "outputs": [], - "source": [ - "import ipywidgets" - ] - }, - { - "cell_type": "code", - "execution_count": 2, "id": "dcf5a8d7", "metadata": {}, "outputs": [], "source": [ "import ipywidgets as widgets\n", - "from ipywidgets import HBox, VBox\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "from IPython.display import display\n", "%matplotlib inline" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "id": "266c65ee", "metadata": { "tags": [ @@ -48,7 +36,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "db17a318b9f84f73b7df446fcadb6cfa", + "model_id": "392725cc1ba84463b1e8c6d1c651e9d6", "version_major": 2, "version_minor": 0 }, @@ -68,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "305a0cb0", "metadata": { "tags": [ @@ -79,7 +67,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1b9ca39df08947ddb827461f5011336c", + "model_id": "51f90c02f1434e29b48790a4fe8fc4d6", "version_major": 2, "version_minor": 0 }, @@ -93,13 +81,13 @@ ], "source": [ "@widgets.interact(x=(0, 5))\n", - "def f(x=5):\n", + "def ff(x=5):\n", " print(x)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "ff27d4b0", "metadata": { "tags": [ @@ -110,7 +98,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f29e3650e19247c1bbbb10ee671d25a2", + "model_id": "5a8c3bb0a8f14b1282a3a1b6c53f3d9f", "version_major": 2, "version_minor": 0 }, @@ -135,14 +123,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "ff40bacd", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0404bca7bda44684aae39116b2108ff0", + "model_id": "681865ea967e4cd29717577cd533b837", "version_major": 2, "version_minor": 0 }, @@ -150,7 +138,7 @@ "FloatSlider(value=2.0, description='Frequency:', max=10.0, min=1.0, readout_format='.1f')" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -168,202 +156,192 @@ ] }, { - "cell_type": "code", - "execution_count": 8, - "id": "89d69951", + "cell_type": "markdown", + "id": "a386c3a6-145c-4500-b432-6cc011264cd2", "metadata": {}, - "outputs": [], "source": [ - "import ipywidgets as widgets\n", - "from traitlets import Unicode, Int, validate" + "## Create a Custom Widget\n", + "\n", + "Older Jupyter provided require/define from RequireJS which gave access to Jupyter widgets. This is no longer the case, so\n", + "we first need to install anywidget (since it's not part of the music21 ecosystem):" ] }, { "cell_type": "code", - "execution_count": 9, - "id": "4f113426", + "execution_count": 11, + "id": "1399ecb6-fca8-4949-a5fd-c5c817da1f7c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: anywidget in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (0.9.21)\n", + "Requirement already satisfied: ipywidgets>=7.6.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from anywidget) (8.1.5)\n", + "Requirement already satisfied: psygnal>=0.8.1 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from anywidget) (0.15.1)\n", + "Requirement already satisfied: typing-extensions>=4.2.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from anywidget) (4.12.2)\n", + "Requirement already satisfied: comm>=0.1.3 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipywidgets>=7.6.0->anywidget) (0.2.2)\n", + "Requirement already satisfied: ipython>=6.1.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipywidgets>=7.6.0->anywidget) (8.29.0)\n", + "Requirement already satisfied: traitlets>=4.3.1 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipywidgets>=7.6.0->anywidget) (5.14.3)\n", + "Requirement already satisfied: widgetsnbextension~=4.0.12 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipywidgets>=7.6.0->anywidget) (4.0.13)\n", + "Requirement already satisfied: jupyterlab-widgets~=3.0.12 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipywidgets>=7.6.0->anywidget) (3.0.13)\n", + "Requirement already satisfied: decorator in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (5.1.1)\n", + "Requirement already satisfied: jedi>=0.16 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.19.2)\n", + "Requirement already satisfied: matplotlib-inline in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.1.7)\n", + "Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (3.0.48)\n", + "Requirement already satisfied: pygments>=2.4.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (2.18.0)\n", + "Requirement already satisfied: stack-data in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.6.3)\n", + "Requirement already satisfied: pexpect>4.3 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (4.9.0)\n", + "Requirement already satisfied: parso<0.9.0,>=0.8.4 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.8.4)\n", + "Requirement already satisfied: ptyprocess>=0.5 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.7.0)\n", + "Requirement already satisfied: wcwidth in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.2.13)\n", + "Requirement already satisfied: executing>=1.2.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from stack-data->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (2.1.0)\n", + "Requirement already satisfied: asttokens>=2.1.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from stack-data->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (2.4.1)\n", + "Requirement already satisfied: pure-eval in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from stack-data->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (0.2.3)\n", + "Requirement already satisfied: six>=1.12.0 in /Users/cuthbert/Git/music21base/venv/lib/python3.13/site-packages (from asttokens>=2.1.0->stack-data->ipython>=6.1.0->ipywidgets>=7.6.0->anywidget) (1.16.0)\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.3\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install anywidget" + ] + }, + { + "cell_type": "markdown", + "id": "87331e45-4b8d-414c-9178-fcd2401cb94f", "metadata": {}, - "outputs": [], "source": [ - "class CounterWidget(widgets.DOMWidget):\n", - " _view_name = Unicode('CounterView').tag(sync=True)\n", - " _view_module = Unicode('counter').tag(sync=True)\n", - " value = Int(0).tag(sync=True)" + "Now create a button that synchronizes Counter value with JS value" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "7da0fb50", + "execution_count": 19, + "id": "9b6cdf55-1540-49ff-866c-9df4c8f9c996", "metadata": { - "tags": [ - "nbval-ignore-output" - ] + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] }, "outputs": [ { "data": { - "application/javascript": [ - "// We make sure the `counter` module is defined\n", - "// only once.\n", - "require.undef('counter');\n", - "\n", - "// We define the `counter` module depending on the\n", - "// Jupyter widgets framework.\n", - "define('counter', [\"@jupyter-widgets/base\"],\n", - " function(widgets) {\n", - "\n", - " // We create the CounterView frontend class,\n", - " // deriving from DOMWidgetView.\n", - " var CounterView = widgets.DOMWidgetView.extend({\n", - "\n", - " // This method creates the HTML widget.\n", - " render: function() {\n", - " // The value_changed() method should be\n", - " // called when the model's value changes\n", - " // on the kernel side.\n", - " this.value_changed();\n", - " this.model.on('change:value',\n", - " this.value_changed, this);\n", - "\n", - " var model = this.model;\n", - " var that = this;\n", - "\n", - " // We create the plus and minus buttons.\n", - " this.bm = $('