diff --git a/dist/dist.py b/dist/dist.py index bb33b8e52f..3790ae132a 100644 --- a/dist/dist.py +++ b/dist/dist.py @@ -71,12 +71,12 @@ Don't forget the "v" in the release tag. Sanity check that the correct commit was tagged: git log -17. Push tags: git push --tags +17. Push that tag: git push origin vX.Y.Z 18. Create a new release on GitHub (using the tag just created) and upload the non-wheel files created here and docs. - Drag in this order: .tar.gz, -docs.zip, no-corpus.tar.gz + Drag in this order: .tar.gz (wait to finish), -docs.zip (wait), no-corpus.tar.gz Finish this before doing the next step, even though it looks like it could be done in parallel. diff --git a/documentation/source/usersGuide/usersGuide_02_notes.ipynb b/documentation/source/usersGuide/usersGuide_02_notes.ipynb index dfa151a0e6..438b5d80a4 100644 --- a/documentation/source/usersGuide/usersGuide_02_notes.ipynb +++ b/documentation/source/usersGuide/usersGuide_02_notes.ipynb @@ -108,7 +108,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -128,7 +128,7 @@ " 'stemDirectionNames']" ] }, - "execution_count": 4, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -637,10 +637,10 @@ "outputs": [ { "ename": "SyntaxError", - "evalue": "cannot assign to operator (, line 1)", + "evalue": "cannot assign to expression here. Maybe you meant '==' instead of '='? (2736611904.py, line 1)", "output_type": "error", "traceback": [ - "\u001B[0;36m File \u001B[0;32m\"\"\u001B[0;36m, line \u001B[0;32m1\u001B[0m\n\u001B[0;31m b-flat = note.Note(\"B-2\")\u001B[0m\n\u001B[0m ^\u001B[0m\n\u001B[0;31mSyntaxError\u001B[0m\u001B[0;31m:\u001B[0m cannot assign to operator\n" + " \u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[17]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[31m \u001b[39m\u001b[31mb-flat = note.Note(\"B-2\")\u001b[39m\n ^\n\u001b[31mSyntaxError\u001b[39m\u001b[31m:\u001b[39m cannot assign to expression here. Maybe you meant '==' instead of '='?\n" ] } ], @@ -869,10 +869,10 @@ "evalue": "'Note' object has no attribute 'wasWrittenByStockhausen'", "output_type": "error", "traceback": [ - "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m Traceback (most recent call last)", - "\u001B[0;32m\u001B[0m in \u001B[0;36m\u001B[0;34m\u001B[0m\n\u001B[0;32m----> 1\u001B[0;31m \u001B[0mbflat\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mwasWrittenByStockhausen\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m: 'Note' object has no attribute 'wasWrittenByStockhausen'" + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[25]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m bflat.wasWrittenByStockhausen\n", + "\u001b[31mAttributeError\u001b[39m: 'Note' object has no attribute 'wasWrittenByStockhausen'" ] } ], @@ -957,7 +957,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWYAAABiCAYAAABjwHm0AAAACXBIWXMAAB7CAAAewgFu0HU+AAANIElEQVR4nO3de7BVZRnH8e/2HLkJAgYKKoqAmgJyUdC8a6FOhqViooX2T1pjqdUYTlZTaiPidUrNEadRG027kGZ5y7wUXlIZVExTDPOSoAgIooAgpz+etc5ee+13rb32Za2991m/z8yas/da797vIzM+Z513Pe/7QvPtBCwAurzjmuaGIyKSb4cB71JMyv5xRDODEhHJq32BDylPyl3AE02MS0Qkl0YAb+NOyv4xtmnRiYjkzNbAQuKTchcwp1kBiojkzflUTspdwD+bFaCISJ4MA9aTLDFvBHo3J0wRkebZKuP+zgP6RFx7DHgg8L4XMDH1iEREcmwg7iqM94EZXptO4KnAtbOzD1NEJD9mUp6UPwYOD7U7K3D91gzjExHJndspT8ynOdrtFrj+UmbRiYjkTAewltKkPD+ibV9KhzlERCQFoyhNyluAPWLabwy0jXpYKKYD2BmbtNPR5FhEpI0cQ2livj+mbd9Q211Sj669FIApwI3Av7Fxev/f6kPgHuCzTYtORNrG2ZQm21Nj2obvrsekHl37+AKwiGR14D9tUowi0iYuoTRpDI1pe1yo7e6pR9f6+gM3kCwhB49xzQhWROrTmVE/AwKvXwZWxLQ9KPS+0Phw2sqngEepbVGnw4AXGhuOiKQtq5l/wcT8TEy7AjA9dG5148NpG/2Bv1D7Sns7NDAWEclIVok5WFnxZky7/YC9Au83AStTiag9XA3sX8fn8/xLTaRtFYA7Muhnf2BX7/UiYElEuynYBBPfR8CfU4yrlW0LHE19QzmPA281JhwRSdlwYCTYGPOEDDocFHg9DOjnaNOL0qQM8AnZxBfWH3dN8AasxjoLw6h/fH0HbIxaRFrfYGD7LDv8BcVKgVkRbeZTXlVwbibRlTrFEYd/3JthHM/FxJHkuD7DWEWkfufg/f+b1Rjz8sBrV58zgOMd5/+aTjiRtgHmxlzPqkLkDGCfOj7/LLYhgYi0oawS87LA6/AU652wGt2wJcCLqUXk9n1senOz1TO1+mVsbFrrjIi0qWYk5h0DrzuAm7CxlbB52G19VnbFEnM7mw8cArzb7EBEpHbNSMzBO9K5wOcc7ddhiTlLl9F6CyYtSthuObaE6gziJ++IiHQbSvkCRmcS/eDqqozjOyzQ9wMxcd2XUTzf9Pobia15scIRy2ZsDP5EbOdxEWlv3Q//suqwAKzyOlwKHIUlFlfy+wSvli8jHRQrIDZhE1xaJTEPD8S4NzYrchowmuym04tINjJPzAALKK7FvIbo5HdLlkEB3wj0faV3rtUSs4j0fJmXy0FxMZ0CNqvN5QNgdjbhAPbQ8WLv9Qrgwgz7FhFxyjIxv5ygzY8pfVCYtp9QnBl3PioxE5EcGYdVDsTNVFtMtg+xBlEc536a0l9SGsoQkaxlOpQxEXiE+CUot2BjvZsyiMe3Brjc+/ltLwYRkaYrAK+n+P29sEU5Kv0CeB/bRbtVRO0zuIFsJm/0B7YD/odVqYhIzzcAb7JdJ/BwSp0MwcriKiXlN1KMoVanR5xfRTax7gkcADwGrM+gPxFpvr2AqWl2MJX4kjj/WAIMTDOQGmmMWUSyluoY8xRs9lxUSZxvPXAClsBFRMTT6MS8L5aUk9wFX49VYoiISEAjE/N44EFKdyuJs1MD+xYR6TEalZiHY7s5J0nK/tZM4xrUt4hIj9KIxNwX+BMwIkHbc4C7vdd7YOV0IiIS0IjEfCWwX4U2W4CvAT+nOK7ciSVnEREJqDcxH4/N2IuzCTgJuNl7/3zg2tg6+xcR6XHqWdN3CHBjhTbrseR9f+BcsBJDiVlEJKSexHwhNm04yibgOKxSI+g14ENsR+pWeAA4kuQL828HHB46txBbrlREpKnGY2s4xM3qmxnz+Se9NkmWAk2bv3tJrcePUohJM/9E8qd75l8ntdUTX0r8+PQlwD9ivvs/wP7AGGACVkK3gWxXl/PVWxkykMbXZPtlh8PIds1sEWme7ol5BTLeX0pEROIVqFxVETYd+HzEtTXYVk3rHNf6YDs6H+T1W8k64E7gcbL55XEpldf3AFtU/1cpx3IocAq2q4rWEhHJhyOxCraq+es3R423fjnic3tW+Fzc8TDF7Z/S0reKeJaR7BdLPTTGLJI/Ne+SPYrohPU33AlrbypvK5VkedA019YYW0Uss1KMw6fELJI/NS/7eWjMtYsoz/TbYMMRcdtKJTEGW4sjyVBDLSYkbPdL4NcpxSAiAlT/xD8qMS8BHnWcnwvsXmUfUSZgU7rTMDlBm6eA76TUv4hIt2oT864R5+dRfrc8GvuTPIk12KSTSk4n/q69VpW2c1mJDcpvrNBORKRu1SbmIY5zmymugxF0FtEPyZ4AfhB4PxvbgHQw8EVstbooP6scZlUGAJ+Jud6FVUi80eB+RUQa4m3KH4Y962jXG9v5Otx2JVYyB/ZLYZ13/hrHdxyB7UjtegC3b0P+a8z0iD7844JA28nAd7FkniY9/BPJn5qrMvxEGjx+52g31dFuLbYLbNBj3jXX+DTY1O8Nju+aU23gMa51fL9/zKf4V8XR2HBLF3BVA/t3UWIWyZ+aqzJWOc694jh3gOPc6cBLoXP+3fZ43MMei3E/cJseFWCVtia6oPs54DRsLemTsQX++3nXlDBFJDXVJuZljnOvOs6Fa44XY2VzYc95PwcDO0b0eT2wKHTu0zRm95NpwFDH+Xexse512N3rb7AkLiKSukYkZtd39Am9vxn3uElwfHp8RJ9dWGIM9xlVIVKN0xznPgZOwB72/RC4jvRn+omIdOuk+DAuCVdyPRJ70Bc0LPR+aEQ/vb3vLACnYhNSXDY7zp1M+dBINYbgHsaYh8V/LdHlfjtT3b9btSZ5P48FVqfYj4i0ju6JblpdTkSkxRSAiVW03wp4gNJFhV6l/M5zELZ2hj/McRlwW8R3zsEqHl7B7oJdBgKPhM5NB95KErTDcKziIjjkcg82dOH/ojoPu4t3uR9b+S0tJ2F13tOA91LsR0Rax6lY3qnJdZSXlY1ytLs7cH0B0eO0s702G4l+wDY81N/7QEdt4QNwV+j7HsKGVYKuJrqM7vY6+k5C5XIi+VNzuRzY+hfhqcmuO8sLsFIzsDWYvxTxff4DwF5Er6sxOvT+79jWVrU4zjt8/8Ie9mm6tYi0hFo2Y/0vdjc5O3DuPOAGrMzM97x3/grv/W1Ycg7umA3FkjmwyowXHX0eHHp/d1URF/WifCGk13FPWDko5numYGV8Qeux6eIaehCRphgIvEnpn/fzHO0K2Fisv3HrFmzWXLiczl+v+eKI/hYE+nnH8fmkRhA9PNGI4ys1xhWmoQyR/Kl5SnbQBOADShPTGRFtp1I65hxe0/g+7/xdjs9ODvUx29EmqQL28DKNpLwROLCO2IKUmEXypyGJGazO1r8b7sLqjb9H9MSVXYCZwLjQ+Tne55eGzndQ3POvC3iS+mfgFbAhnErHlUQn4d862tfzMDJsN+B4av/LQETaT8MSM9jU5TWUJq57gO2r+I6Zgc/6K7cVsPHpYCXGbo0IOKHLiU7MaVdliEj+NDQxg1VTLKY0eS3Dqh+STGfeK/C5A7C1mW8InFtL/JrJaVBiFpEsNTwxg02nvonyJLYQW1lucMxnO4CPvPZ/wJK6//kVZJ+UQYlZRLKVSmL2TQL+SHky2wQ8gy1IdBHwdWzR+bnYw0DXWs93Ut2QSK1+j637HDyCY+fhY4uj/Woqb1ElIhIl1cTsmwDcgtX1VlPd8An2cO1gslvV7bUqY4w6GlUuJyL5052YC9g6FmkqYKu1jcLufvthwx6d2I4g/tHXa7MB91ZTaRqPVYzUYzNWb51kU1kRkbDJ2GqdFLCx3VawFcX1KvztpERE8qKTFtyQY1uKQwJHNzkWEZGmqWURo7SsxdatgOjdTEREerxWSsxgtdCgxCwiOdZqifkF7+eYpkYhItJErZaY/TvmLKdei4hIjEkUHwBqAR8RyaU075j7YqvIHYINTSSZLLI88HpkCjGJiOTSttgOJ6spnRW3CrgU2C7ms52B9sekG6aISD7sjG0NFTdteYnXLoo/hfvMVCMVEcmBDuBRkq0p8RDRQxt+Yv9WyvGKiLSkRo4xzwAOTdj2CGDviGv+Zqa17oItItLWGpmYv1pl+6Mizvfzfm6uIxYRkbbVyMR8ZJXtB0Wc9xfU1x2ziORSoxJzb4p3ukmtc5zrD4zwXr9TV0QiIjnXBxt6qGZRedd2UccGrg9LPWoRkR5uIcmT8tOUV2UUgHu96y9mE7KISM92AcmS8nvYrthhMwNtzs0gXhGRHq8vtp5yXFJeBIx1fHYWtllrF7AUGJBBvCIiuTAZWEl5Qr4DmIZNQgk6EHgw0O4j75yISG6lsQv1OOBWYJ/AueXAU1ilxQZgNDAR2DHQZhlwIvBECjGJiOTe1sDZwEskexA4i+JGrCIiuZbGHXP4+ycBU7E76MHAB9g48lIscb+AdsQWEen2f4V9abavbP4pAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "" ] @@ -965,7 +965,7 @@ "metadata": { "image/png": { "height": 49, - "width": 179 + "width": 191 } }, "output_type": "display_data" @@ -1005,19 +1005,33 @@ "data": { "text/html": [ "\n", - "
\n", - " \n", - " " + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " " ], "text/plain": [ "" @@ -1280,10 +1294,10 @@ "evalue": "'NoneType' object has no attribute 'name'", "output_type": "error", "traceback": [ - "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m Traceback (most recent call last)", - "\u001B[0;32m\u001B[0m in \u001B[0;36m\u001B[0;34m\u001B[0m\n\u001B[0;32m----> 1\u001B[0;31m \u001B[0md\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mpitch\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0maccidental\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mname\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m: 'NoneType' object has no attribute 'name'" + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[39]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m d.pitch.accidental.name\n", + "\u001b[31mAttributeError\u001b[39m: 'NoneType' object has no attribute 'name'" ] } ], @@ -1364,7 +1378,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "" ] @@ -1372,7 +1386,7 @@ "metadata": { "image/png": { "height": 49, - "width": 179 + "width": 191 } }, "output_type": "display_data" @@ -1406,10 +1420,10 @@ "evalue": "'Rest' object has no attribute 'pitch'", "output_type": "error", "traceback": [ - "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m Traceback (most recent call last)", - "\u001B[0;32m\u001B[0m in \u001B[0;36m\u001B[0;34m\u001B[0m\n\u001B[0;32m----> 1\u001B[0;31m \u001B[0mr\u001B[0m\u001B[0;34m.\u001B[0m\u001B[0mpitch\u001B[0m\u001B[0;34m\u001B[0m\u001B[0;34m\u001B[0m\u001B[0m\n\u001B[0m", - "\u001B[0;31mAttributeError\u001B[0m: 'Rest' object has no attribute 'pitch'" + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[43]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m r.pitch\n", + "\u001b[31mAttributeError\u001b[39m: 'Rest' object has no attribute 'pitch'" ] } ], @@ -1480,7 +1494,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.9" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/documentation/source/usersGuide/usersGuide_22_graphing.ipynb b/documentation/source/usersGuide/usersGuide_22_graphing.ipynb index dec9e6fd22..d0904c70da 100644 --- a/documentation/source/usersGuide/usersGuide_22_graphing.ipynb +++ b/documentation/source/usersGuide/usersGuide_22_graphing.ipynb @@ -1230,7 +1230,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.9" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/documentation/source/usersGuide/usersGuide_32_articulations.ipynb b/documentation/source/usersGuide/usersGuide_32_articulations.ipynb index f7dde633f9..cf96f3a2e4 100644 --- a/documentation/source/usersGuide/usersGuide_32_articulations.ipynb +++ b/documentation/source/usersGuide/usersGuide_32_articulations.ipynb @@ -598,9 +598,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.14.2" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/documentation/source/usersGuide/usersGuide_34_instruments.ipynb b/documentation/source/usersGuide/usersGuide_34_instruments.ipynb new file mode 100644 index 0000000000..55a3d79602 --- /dev/null +++ b/documentation/source/usersGuide/usersGuide_34_instruments.ipynb @@ -0,0 +1,297 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ce244ce8-b502-478b-80ec-729ba7bd3a6b", + "metadata": {}, + "source": [ + "# User's Guide, Chapter 34: Instruments\n", + "\n", + "All music is made through instruments (if we consider the human voice and synthesis types of instruments). Music21 uses instruments in analysis and in giving hints to output how music should sound. Instruments live in the :ref:`moduleInstrument` module and all subclass :class:`~music21.articulations.Articulation`." + ] + }, + { + "cell_type": "markdown", + "id": "b571e2a6-8c78-4114-bcfd-3a3a2f1d1cb0", + "metadata": {}, + "source": [ + "## Instruments and Streams\n", + "\n", + "Instruments are :class:`~music21.base.Music21Object` subclasses. Thus, they live in streams. Generally a part represents music for one instrument, though it can also represent a single playing performing on multiple instruments (\"doublers\" or percussionists playing a kit).\n", + "\n", + "You can iterate through all Instruments in a stream using the same `getElementsByClass()` with `recurse()` filters as for any other music21 objects, or through the `[instrument.Instrument]` shortcut:" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "7ae40cd2-7fe7-4f95-aca1-0229a3418f08", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 53 \n", + " 53 \n", + " 53 \n", + " 53 \n", + " 53 \n", + " 0 \n", + " 0 \n" + ] + } + ], + "source": [ + "from music21 import *\n", + "\n", + "# weber = corpus.parse('weber')\n", + "lili = corpus.parse('aloha_oe')\n", + "for inst in lili[instrument.Instrument]:\n", + " print(repr(inst), inst.midiProgram, inst.getContextByClass(stream.Part))\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "d7639b00-13e8-4b94-9392-8f9abbc76e4a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "height": 597, + "width": 708 + } + }, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

 

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "height": 590, + "width": 708 + } + }, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

 

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "height": 978, + "width": 708 + } + }, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

 

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "height": 511, + "width": 708 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# weber.measures(9, 13).show()\n", + "\n", + "lili.measures(12, 16).show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "87e6bec4-c6f2-41eb-97db-37c2687b873a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lili.measures(12, 16).show('midi')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "6c5fa7eb-6cf7-44cc-81ae-de4325404829", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = stream.Stream()\n", + "x.insert(0, instrument.Clarinet())\n", + "x.append(note.Note('C5', type='whole'))\n", + "x.show('midi')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "811067f4-e955-40c6-a2d5-c29470e64edb", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/documentation/source/usersGuide/usersGuide_99_Table_of_Contents.ipynb b/documentation/source/usersGuide/usersGuide_99_Table_of_Contents.ipynb index 199930c660..39441aae4a 100644 --- a/documentation/source/usersGuide/usersGuide_99_Table_of_Contents.ipynb +++ b/documentation/source/usersGuide/usersGuide_99_Table_of_Contents.ipynb @@ -49,7 +49,7 @@ "31.\t:ref:`Clefs, Ties, and Beams `\n", "32. :ref:`Articulations `\n", "33. Expressions and Ornaments (incomplete)\n", - "34. Instruments (incomplete)\n", + "34. :ref:`Instruments ` (incomplete)\n", "35.\tChord Symbols (incomplete)\n", "36.\tBars and Repeats (incomplete)\n", "37. Clients and Weak references (incomplete)\n", @@ -111,9 +111,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.14.2" } }, "nbformat": 4, - "nbformat_minor": 1 + "nbformat_minor": 4 } diff --git a/music21/corpus/liliuokalani/aloha_oe.mxl b/music21/corpus/liliuokalani/aloha_oe.mxl index 1e4f5f5bfe..9a2bbd00b3 100644 Binary files a/music21/corpus/liliuokalani/aloha_oe.mxl and b/music21/corpus/liliuokalani/aloha_oe.mxl differ diff --git a/music21/corpus/weber/concertino_clarinet.mxl b/music21/corpus/weber/concertino_clarinet.mxl index 712361b67c..53bdca14f4 100644 Binary files a/music21/corpus/weber/concertino_clarinet.mxl and b/music21/corpus/weber/concertino_clarinet.mxl differ diff --git a/music21/ipython21/converters.py b/music21/ipython21/converters.py index 8eb33595de..ec438351ea 100644 --- a/music21/ipython21/converters.py +++ b/music21/ipython21/converters.py @@ -139,6 +139,7 @@ def displayMusic21jMIDI( fmt, subformats=subformats, addStartDelay=True, + **keywords, ) with open(fp, 'rb') as f: @@ -159,6 +160,7 @@ def displayMusic21jMIDI( display(HTML('''
+ ''' + load_require_script + '''