From 745589fed193ea2762f3c8df4b14c352a93c087c Mon Sep 17 00:00:00 2001 From: Bo Xin Date: Thu, 27 Jun 2019 11:03:49 -0700 Subject: [PATCH 1/2] update mirror throughput using 1906 test samples --- .../telescope/mirror1/m1_ProtAl_Ideal.dat | 2153 ++++++++++------- .../telescope/mirror2/m2_ProtAg_Ideal.dat | 2153 ++++++++++------- .../telescope/mirror3/m3_ProtAl_Ideal.dat | 2153 ++++++++++------- documentation/Confirm Updates.ipynb | 362 +-- documentation/Document-33018.xlsx | Bin 0 -> 482774 bytes documentation/UpdateMirrors.ipynb | 781 ++++++ 6 files changed, 4869 insertions(+), 2733 deletions(-) create mode 100644 documentation/Document-33018.xlsx create mode 100644 documentation/UpdateMirrors.ipynb diff --git a/components/telescope/mirror1/m1_ProtAl_Ideal.dat b/components/telescope/mirror1/m1_ProtAl_Ideal.dat index a0e6dd4..85a6736 100644 --- a/components/telescope/mirror1/m1_ProtAl_Ideal.dat +++ b/components/telescope/mirror1/m1_ProtAl_Ideal.dat @@ -1,851 +1,1302 @@ -300 0.90954 -301 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a/documentation/Confirm Updates.ipynb b/documentation/Confirm Updates.ipynb index 6e19ff6..de81d2b 100644 --- a/documentation/Confirm Updates.ipynb +++ b/documentation/Confirm Updates.ipynb @@ -77,7 +77,7 @@ "output_type": "stream", "text": [ "master dir: syseng_master \n", - "update dir: /Users/lynnej/lsstRepos/syseng_throughputs\n" + "update dir: /Users/bxin/lsst_stack/syseng_throughputs\n" ] } ], @@ -108,9 +108,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Deleted component (in master)? L2-throughput.ipynb\n", - "Deleted component (in master)? Document-17872.xlsx\n", - "Deleted component (in master)? readme.txt\n" + "New component (in updates)? comments.txt\n", + "New component (in updates)? L1L2-throughput-checkpoint.ipynb\n" ] } ], @@ -136,8 +135,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Difference in transmission values for l2_BBAR.dat\n", - "Difference in transmission values for l2_Glass.dat\n" + "Difference in transmission values for m2_ProtAg_Ideal.dat\n", + "Difference in transmission values for m3_ProtAl_Ideal.dat\n", + "Difference in transmission values for m1_ProtAl_Ideal.dat\n" ] } ], @@ -166,26 +166,32 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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160IisWFD6OGJrxNPOqrfVh/lvj+oWzd8Z+fnh8+/OnXCZ2fDhiHPyMtL3MZ7YRo1CtXfvLzwId+4ccgdGjcOI/4b1Hca1NlCft0K8lo2SuQD48aFbqNzzkn8n7jjjpAMXX11YlDwCy/AD34QurpefDG0VVSEAM3CP1S8++p734Px48N6p5wS2h55BC64AH72s0QXnzs89VQoMx9wQMaPq0Rr/frwsfT++yFfLSoK/4XMoF8/Z2jfEoYc25hhw2BAr1JyWzQJyfOqVWFAJoRu0by8cFqLLpBSu15+OZzrfNJJ4finiZlNdvfCtG1wL6PKyBFHhCVZvXrb9lfWQElJ+L+4fHliqf74m29C0rGzJKJevVAkiU8x3KBB+KJt3Trcxh/HT2Zp1Ch8qdarFz6b6tULz9WtG74Lc3ISS/XH8SX+5Zso+qZ/qb79eEWmoiLEXX0xC+8lnpCVlYVErrQ03G7ZkqjsbNkSErSyskSR45tvwslAEJK7lSvDcw0ahNf/7nfJR92AkGyYhbyjeXOoW/cUGjWCho+G49yyJTRvfiVND7+SprOh2bLw79S08Wiavb6Rpg230nRx7N8l36nzzDMhsORxNIcdFv5xkhOMsrLwZpN/vc6eHZKggw4KffFx774b1hs0SBMsZbGNG8M0FW+9FX5QT5sW/i/XrRuGU11zDXznOzC820oaH3UwvF8Bz66I/bHmhWpd+/ZVk47qlQ6pPSefHHUEWUmVkd3kHn4oz50bBo7NmBEKLIsWhWSkury88HnRvn3Ic1q0CElFjx6JhCLe1qpV+GJL/t6S9KqsDMd38eJQkS4tDQnNpk1h2bIlJCobN4ZkpqwskQzFr4Oxbl1YknvttscskVQ2axZLWnZwv3nz2NmGTSto2SaH1q0hf940uOGG8J/o2WfDRuOnDsYDjldrZswIyUz37kpQ9lJbt4b/c2+/HRKQTz5J/Hg4/PAwHvuoIyoZVvERDWZNgiuvDC90Dx8eubkhY4nPayH7hX29MqJkJAUbNoT+2tmzw2fAhAnhSyz5egnNm8Ohh4YfJAUFicQjnnw0a6YhAPuqLVtCaX39+pCcbO/+zp5bt27bWSuTtWsX/n+1aRPuN20Kja2E5u+9QOc6xbS+47e0aRMKLI1POpJ6E2M1/vjZAwsXhkyra9c0zj4lqXIPnx1vvRUSkPfeCwmtGRxySBiqNmIEHH7wJhq0ivUnLlwYzmZr0iR0v8Tn5SguDqV/fZjsvT7+OJS9hw/f9kzDPaBkZC9TG8nI+vVhUr6pU8OZbG++mTgbrU2b8H+sR48w8U/v3uEssnbt9Pkgu8c9VFzWr0+c0R2/IumyZSHxXbcuMaY6Po5oRxcPq2+badGuHu0KckJC/OUHtJvzLu1/eATtzzo2tNkK2hUXUW/IwMQp5ZI2S5YkKh9vvx2qqBA+N0aMCMvRR8eGeLzxRhgI37JlKJPEnX56mPjruusyOnZN0uy440J/21tvJU6KSIN9PRlRHZfwZbBoETz9dBh7NGFC4pdq585hfOIxx4RT71u0UNIh6WUWxqE0alSz8W5btoSJctesCV92ixfHu5Xqs3ZtGJu0ZAlM+moQX3M4/o868I/4q9sBo2hR71u6Dgj77dBmKx3nvU3n3vU54Nzv0LlzSLJr/XohWWjt2lDxePfdkFt8/nlob9MmUfk47jg4oO2WkHCsXw8tY4OeBw1KZKBbtybGfjz3XCTvRfbQ8OGh771Vq6gjySr7dWWkpCT8vd97b6iEQDhD94QTwpjWAQPCh7HGbki2Ky+Hr1c6y1dYGET96lRWvjaFpQVDWNSoP0uXwtLF5axdv+3vk5Z119MlbzkFwzrTsWeDMB9e41V067SVrsPa0qzl/tf1U1ISZhd///1Q+Zg0KfyAadAgDDY9/viQfAw4YAP27Qbo2DG88LPPwqmw3bqFSzTELV6cGA8ish2qjOzD3n8/TCrYvXs4S3PUKOjZM+qoRNIvNxcKOhgF8crLqEHAoKorLV3JpoeeYHFZO7465icsWQLLlzlLb36ORSUdWbyiJx9ODgN6IdEX3qxZbMLeVuvptmU23QY3p9uJfejUKVQWGzaspTeZQUuXhtNtP/ooLNOmha7bnJxwxst114UEZOgQp15erHT63HNw8Bj4j/8IZVcIM40ecURISJKrIJ07R/PGRPYS+3VlpLw8TCI0fLi6XkS2yz30BS1a9O+p/Netg4UX/w8LXvucBT/8DV/l9WLBAlg45RsWrqhPKVWvntYmZzXdm66h04jedOoUxk10zV/OAf0a0uWgJjW72FoGuYcCxfTpYczoli2J5OOrr8I6DRqEgeqHHx7GBx92WOzaa089BbfeGuaH+eUvw8qzZ4fTsUeNCheplP1D9Zkj02Rfr4zs18mIiKTRJ59Q+X8vsLznUSzoN4olS+CrT5bx5b2vsLBBf4o7DtvmLLQ6dZyCAqNTJyjIWUkb+5qOg9vR6ZDWdOwYzkZr1SqcTbQnJwKVlYVhGfGhGatXh2rHggWhylFcHMbdJF/LBcL+Dz88sQwaBHU/fDckF+edl7imymOPhWu7/OAHiZl34yOTq18pVvZtI0aEvrs33wz302RfT0b2624aEUmj4cOpM3w4HYB/j8M9rSX8rDDMhXJY+NG4bBksGnE+Xy2sZN4VD7B4ZR7FxTC7qJx31xew9oOW22w6L6ecgs65NGoE5eVO6YYyPDeXZi3qkJ9vbN0aqhYVFYnJ7uKT461Zs/25fyDM3nvQQWH28rZtw3UgDzooMaVHl7absY8/Cl0r8RLOs8/Cgw+GF8STkZNPDtOlDh2a2Hh8ZLLsX9JcEdlfqDIiItFwr/qh/dRT8K9/senHF7Ok1cFh1uIn3mLVX19i6YATWTpgJBs3Ql0vI2/cs5Cby7oTzqC01MjNhc2fTidn87fkDTmIei0aU68e1P9qLi0WFNHy8D60PKGQFi2gZclXtLz/ZtoPaEWbR29JDFA/99xQGvnrXxPXMDr00NCXm3ya5nvvheXUU6tebVYkg1QZERHJhOq/Hs86C846iwZAb2Izmh9cCBc1DtPe94utt3ApLPyf0DZ+TOL1A84K0yHfOy2UNwD+828w8b9hyB/g4tjn+MdL4bO/QL1hkHym3Msvhz6cP/850fad7yRKLXFHH/3v8TMikh6qjIjIvmHZsjAgpUOHxOQoy5eHwSDt2iWujLx+PUyZErpQCpN+aL7ySnj9qFGJGU+rV29EIrKvV0aUjIiIiKTL//t/YfruP/whDEZKk309GdF0XiIiIuny6aehyrZmTdSRZBUlIyIiIunyhz/A+PHhPHBJmQawioiIpMuwYVFHkJVUGREREZFIqTIiIiKSLi+9FKb3HTUqcYFE2SUlIyIiIunypz+F6eB79FAyUgNKRkRERNJl1KiQiHTosOt15d+UjIiIiKTLFVdEHUFW0gBWERERiVRGkxEzG2lm88xsvpldu53nm5rZS2Y2zcxmmdlPMxmPiIhIRq1eHQawbtkSdSRZJWPJiJnlAPcBJxIucfUjM+tXbbVLgdnuPhA4GrjdzOplKiYREZGMGjMmDFz98MOoI8kqmayMDAXmu/sCdy8DxgKjq63jQGMzM6ARsBYoz2BMIiIimdOqFRQUJC62KCnJ5ADWDsCSpMfFwKHV1rkXGAcsAxoDZ7h7ZQZjEhERyZyxY6OOICtFPYD1BGAqUAAMAu41sybVVzKzC82syMyKVq1aVdsxioiISAZlMhlZCnRKetwx1pbsp8DzHswHFgJ9qm/I3R9290J3L2zdunXGAhYREZHal8lkZBLQ08y6xgaljiF0ySRbDBwHYGZtgd7AggzGJCIikjkXXwyHHAITJkQdSVbJ2JgRdy83s8uA14Ec4FF3n2VmP489/yBwM/CYmc0ADLjG3VdnKiYREZGMmj8fpkyBb7+NOpKsYu4edQw1UlhY6EVFRVGHISIisq0vvgiJSI8e0GSbIZC7zcwmu3th2ja4l9F08CIiIunSs2fUEWSlqM+mERERkf2ckhEREZF0efxxuOGGMHZEUqZkREREJF2efBJuvhkWLow6kqyiMSMiIiLpcu65cOSR0L171JFkFSUjIiIi6XLOOVFHkJXUTSMiIiKRUmVEREQkXebNgw0boFcvaNo06miyhiojIiIi6XLZZTB0KEycGHUkWUWVERERkXTp1QvWrUvr7Kv7AyUjIiIi6XLffVFHkJXUTSMiIiKRUjIiIiIikVIyIiIiki5nnAHt2sF770UdSVZRMiIiIpIu33wDK1dCWVnUkWQVDWAVERFJl7FjQyLSvHnUkWQVJSMiIiLp0qJF1BFkJXXTiIiISKSUjIiIiKTLnXfCBRfArFlRR5JVlIyIiIiky6uvwiOPwNKlUUeSVTRmREREJF2uuAJOPx369Ys6kqyiZERERCRdTjop6giykrppREREJFKqjIiIiKTLJ5/AqlUwbBi0aRN1NFlDlREREZF0ufFGGD0apk6NOpKsosqIiIhIugwbBvn50Lp11JFkFSUjIiIi6fL730cdQVZSN42IiIhESpURERGRdKmsDLdmYZGUqDIiIiKSLiNHQk4OvPlm1JFkFSUjIiIi6aKKyG5RN42IiEi6vP561BFkJVVGREREJFJKRkRERCRSSkZERETS5frr4eSTYfLkqCPJKkpGRERE0mXiRHjlFVi9OupIsoqSERERkXT5/e9h/Hg45JCoI8kqOptGREQkXQ49NOoIspIqIyIiIhIpVUZERETSZfx4KC4Og1g7dYo6mqyhyoiIiEi63HMPXHwxzJ4ddSRZRZURERGRdDn5ZOjaFTp2jDqSrKJkREREJF1+8YuoI8hKGe2mMbORZjbPzOab2bU7WOdoM5tqZrPM7F+ZjEdERET2PhmrjJhZDnAfcDxQDEwys3HuPjtpnWbA/cBId19sZm0yFY+IiEjGrV4NpaXQsiXk50cdTdbIZGVkKDDf3Re4exkwFhhdbZ0zgefdfTGAu3+dwXhEREQy66yzwniRf6nQXxOZTEY6AEuSHhfH2pL1Apqb2XtmNtnMzs1gPCIiIpnVsiUUFEBeXtSRZJWoB7DmAoOB44D6wCdmNsHdP09eycwuBC4E6Ny5c60HKSIisitbt26l+I9/ZMuWLaFhzpy0bfvNN98cMG3atEVp22DtqgRmlpeXnz948ODt9oCklIyYWTugc/L67v7xLl62FEie8aVjrC1ZMbDG3TcCG83sfWAgUCUZcfeHgYcBCgsLPZWYRUREalNxcTGNGzemS5cumFlat11RUVHev3//rLz6XmVlpa1atarfihUrHgFO2d46u0xGzOy/gLOBuUBFrNmBk3bx0klATzPrSkhCxhDGiCR7EbjXzHKBesChwJ27iklERGRvs2XLlowkItmuTp063rp16/UrVqzov6N1UqmMnAb0cvctNdm5u5eb2WXA60AO8Ki7zzKzn8eef9Dd55jZa8B0QhnnEXefWZP9iIiI7C1s8WLYuBE6d4ZGjaIOZ69Rp04dZyfjVFMZwLqQkEzUmLu/4u693L27u/8x1vaguz+YtM7/uns/d+/v7nftzn5ERET2CqWlsGkTVFTset0MMLPBo0eP7hp/vHXrVpo3bz7wmGOO6VHTba1evTrnlltuaZ3eCLcvlWTkW+AzM7vPzO6IL5kOTEREJOt07gx9+0ZWFalfv37lvHnz6peUlBjACy+80KRt27Zbd2dba9asyfnLX/5So/m/KisrqdiNRCyVZOQ14H+Az4BZSYuIiIgky8+Hhg0hZ7c6FNJixIgR65977rlmAE8//XSL0047bW38uXfffbfBoEGD+vTt27ffwQcf3GfatGl5AEVFRfkDBgzo26dPn369evXqN2PGjLyrrrqq45IlS/L69OnT76KLLuoIcP3117ft379/3169evX71a9+VQAwb968el26dOl/6qmndunVq9eBX375Zb2axrzLZMTd/wI8DnwUWx6PtYmIiMiOmIUl2fe+F9peeinR9vDDoe3CCxNty5aFtoKCGu/2nHPOWfvMM8/GUBfsAAAbiUlEQVQ037Rpk82ZM6fB8OHDN8afGzhw4JZJkybNnTNnzuwbb7xx6W9+85uOAPfcc0/rSy65ZOXcuXNnT58+fU7Xrl3Lbr/99uJOnTqVzp07d/ZDDz1U/PzzzzeZP39+/vTp0+fMmTNn9tSpUxu8+uqrjQAWL16cd9lll62aP3/+rF69epXVNOZUzqY5EniCcEaMAe3M7Bx3/6imOxMREdmnJU8HH5FDDz10c3Fxcd6f//znFiNGjFif/NzatWtzzjjjjK6LFi3KNzPfunWrAQwfPnzjbbfd1r64uLjemDFjvhkwYEBp9e2+9tprTd5///0m/fr16wewadOmOnPnzs3v1q1bWfv27cuOO+64jdVfk6pUzqa5Ezgpfk0ZM+tLSE4Kd3enIiIi+6S1a2HDhjBmxLczLVZyRSTuwgurVkUgVES29/oUjRw5ct2NN97Y6Y033pj39ddf//u7/pprrunwne9859s333zzy3nz5tU79thjewP8/Oc/X3vkkUdufOGFF5qOGjWq5z333PNV7969qyQk7s4VV1yx/Ne//nWV+U7mzZtXr0GDBpW7HSypjRmpl3xxO3efQ5gTRERERJLtJdPBX3zxxauvvvrqZUOHDt2c3L5hw4acjh07lgE89NBDreLts2fPrte3b9/S66677usTTjhh3dSpU+s3bdq0YuPGjf/OE0488cQNTzzxRKv169fXAVi4cGHdpUuXpmUm91Q28pmZPQg8GXt8FjAlHTsXERHZp0TYPZOse/fuW6+77rptpl6/5pprVpx//vldb7311oLjjz9+Xbz9ySefbPHss8+2zM3N9datW2+9+eabl7dt27Zi8ODBJT179jzw2GOPXf/QQw8Vz5o1K3/IkCF9ABo0aFD51FNPLczNzd3jmdHNd1EGMrN84BfAEbGmD4B7ajoJWroUFhZ6UVFRFLsWERHZoTlz5tC3b9+MbHvmzJmb+vfvn76L3URg2rRprQYOHNhle8/tsjISSzr+J7aIiIjIjmzZEiY8y8uD3KivRZs9dnikzOxpd/+RmU0hXIumCnc/JKORiYiIZJvFi8MA1p49oWnTqKPJGjtL234du/1hbQQiIiKS9fLzobw80knPstEOkxF3L47dXQZscXc3s+5Ab+CN2ghOREQkq3TuHHUEWSmVU3s/AOqbWXvgHeAC4NGMRiUiIiL7jVSSkTruvgk4DXjA3U8FDspsWCIiIrK/SCkZMbMhhPlFxsfa1BkmIiJS3YIFMG1aGMQagXnz5tXr2bPngcltV155ZcENN9zQNtVtdOjQYcDy5ct3eirQtdde2253Y9yeVJKRK4HfAePdfaaZdSN03YiIiEiy8nLYunWPpnLPBnfffXf7dG4vlav2vuPuJ7n7H83MgJXufkk6gxAREdkndOsGAwdC48ZRR7KNoUOH9v7pT3/aqU+fPv169ux54LvvvtsAYMWKFTmHH354zx49ehx4xhlnHJA8GeqIESO6H3jggX179Ohx4G233dYK4JJLLulQWlpap0+fPv1OOeWUrgD3339/iwEDBvTt06dPvzPPPPOA8vLyGsWWylV7/wZcBpQDE4GWZva/7n5HjfYkIiKyr4tNdHbFFTB1avo2W1LSNf+gg+j06KMs2ZPtbN68uc7cuXNnv/rqq40uvPDCrl988cWsa6+9tmD48OElt9122/KxY8c2ffbZZ/99zZqnnnpqUdu2bStKSkrs4IMP7nf22Wd/c//99y997LHH2sydO3c2wGeffZb/j3/8o0VRUdHcvLw8P/vsszs/+OCDLS+77LI1qcaVSjfNQe6+Afg+8CZwAPCTmr19ERERybTQgbHj9jPPPHMtwIknnlhSUlJSZ/Xq1TkTJkxofN55560BGDNmzPomTZpUxF936623tu3du3e/wYMH912xYkXdWbNm5Vff9muvvdZ45syZDQYOHNi3T58+/T788MMmCxYsqNGVAlOZq7aumeUCowln05SZ2R5dKlhERGSftHIlbN7MXf/dFurXT9tmZ85cuKV///67rIq0bdu2fP369VVOMlm7dm1O165dS2HbZGVHyQvA+PHjG//rX/9qXFRUNLdx48aVQ4cO7b158+Ztihjubqeffvqa++67b2mq76e6VCojjwCLgebAv8ysM1CyuzsUERHZZ61fD6tXQ1lZJLtv2rRpZZs2bbaOGzeuMcDKlStz3nvvvabHHntsCcDTTz/dHOD1119v1Lhx44qWLVtWDBs27NvHHnusJcCzzz7bZMOGDTkA69aty2natGlF48aNK6dMmZI/bdq0hvH95ObmemlpqQGMHDlyw/jx45svXbo0N77Pzz//vF5N4k7lQnl3AnfGH5vZEuDYmuxERERkv9C2LTRvntaqSE09/vjjCy+55JLOv/nNbzoBXHPNNcsOPPDAUoD8/Hzv27dvv/Lycnv44YcXAtxyyy3LTjvttG49evQ4sLCwsKR9+/ZlAKeddtr6hx9+uHW3bt0O7Nat25aBAwdujO/jrLPOWtW3b99+/fv33zRu3LiF11133dLjjjuuV2VlJXXr1vW77757ca9evVLOyMx3cPqRmf3I3Z82s19s73l3vzvlI5NGhYWFXlRUFMWuRUREdmjOnDn07ds3I9ueOXPmpv79+8/Zk20MHTq092233bbkqKOO2pSuuGpi2rRprQYOHNhle8/trDLSPHbbOu0RiYiIiMTs7EJ598dur6+9cERERLJYSUmY+KxhQ6hbN+poqpg4ceK8qGPYkVTmGelMmGekS/L67v6DzIUlIiKShZYtC1PB9+wJTZtGHU3WSOXU3nHA3whzjOiUXhERkR3whg3D6bK5qXy97j8qKyuNneQQqRytMs22KiIisnP5+fmsycujZUHBTufv2N9UVlbaqlWrmgIzd7ROKsnIPWZ2HfA6UBpvdPfpex6iiIjIvqFjx44UFxezatWqtG97xYoVuRUVFa12veZeqRKYWV5efv6OVkglGekFnA+cSKLE4sBRexyeiIjIPqJu3bp0PeCA8MAsLGnSr1+/Ge5emLYN7mVSmYH1R0AXdz/c3Y+MLUpEREREqjv5ZMjJgddeizqSrJJKMjIL2PuuhSwiIrK3SXNFZH+RSjdNY2CumX1K1TEjOrVXREQk2SuvRB1BVkolGfljxqMQERGR/VYqycjHwBZ3dzPrDvQG3shsWCIiIrK/SGXMyAdAfTNrD7wDXAA8mtGoREREstENN4RBrLqga42kkozUcfdNwGnAA+5+KnBQZsMSERHJQpMmhXEjGZhrZF+WUjJiZkOAs4DxsbaczIUkIiKSpX73Oxg/HgYPjjqSrJLKmJErgd8B4919ppl1I3TdiIiISLKhQ6OOICvtMhlx93cIY0XijxcAl2QyKBEREdl/7DIZMbMehOpIl+T13f27mQtLREQkC73yCixeDCeeCPGp4WWXUumm+QfwF+BJoCKz4YiIiGSxe++FV1+Fl19WMlIDqSQjle5+T8YjERERyXYnngidO4dFUpbK2TQvmtmFZtbazJrEl1Q2bmYjzWyemc03s2t3st4QMys3sx+mHLmIiMje5vLL4cEHoX//qCPJKqlURs6P3V6f1ObATtM+M8sB7gOOB4qBSWY2zt1nb2e9W9GsriIiIvulVM6m6bSb2x4KzI+dfYOZjQVGA7OrrXc58H/AkN3cj4iIyN5h9WooLYWWLSE/P+poskYq3TSYWR8z+4GZnRlfUnhZB2BJ0uPiWFvydjsApwIPpBqwiIjIXuvcc6FjR3jnnV2vK/+Wyqm91wHfBfoArwMnAB8Cf0/D/u8CrnH3SjPbWQwXAhcCdNagIBER2Vu1bAkFBZCXF3UkWSWVMSNnAIOAz9z9nNgF8x5L4XVLgeQuno6xtmSFwNhYItIKOMnMyt39n8krufvDwMMAhYWFnsK+RUREat8TT0QdQVZKJRnZ7O4VsbNdGgMrgFROnp4E9DSzroQkZAxQpXvH3bvG75vZY4Qp56skIiIiIrJvSyUZmWJmzYBHgSJgAzBxVy9y93Izu4zQtZMDPOrus8zs57HnH9z9sEVERGRfYe477vWw0H/Szt2Xxx73AJq4+2e1FN82CgsLvaioKKrdi4iI7Njll8NHH8Hdd8MRR6Rts2Y22d0L07bBvcxOKyPu7mb2JtA/9nh+rUQlIiKSjb78EqZMgQ0boo4kq6TSTTPVzA529ykZj0ZERCSb3X13SES6d486kqyyw2TEzHLdvRw4mDB76pfARsAIRZNDailGERGR7NCjR9QRZKWdVUYmAocAp9RSLCIiIrIf2lkyYgDu/mUtxSIiIpLdnngCvvgCzj4bevWKOpqssbNkpLWZXbmjJ939jgzEIyIikr2efhpefRWGDVMyUgM7S0ZygEbEKiQiIiKyC2efHRKRnj2jjiSr7CwZWe7uv6+1SERERLLdmalcR1aq29lVe1URERERkYzbWWXkuFqLQkREZF/w+eewfn3opmnWLOpossYOKyPuvrY2AxEREcl6v/oVDB0apoSXlO2sm0ZERERqomdPKCyEpk2jjiSrpDIdvIiIiKTirruijiArqTIiIiIikVIyIiIiIpFSMiIiIpIuZ50F7drBW29FHUlWUTIiIiKSLuvWwcqVUFoadSRZRQNYRURE0uXJJ0MiojlGakTJiIiISLo0bx51BFlJ3TQiIiISKSUjIiIi6XL33XDBBTB9etSRZBUlIyIiIuny+uvwyCOwZEnUkWQVjRkRERFJl8svh+9/HwYMiDqSrKJkREREJF1Gjow6gqykbhoRERGJlCojIiIi6TJhAnz9NRx6KLRtG3U0WUOVERERkXS5+WYYPRqKiqKOJKuoMiIiIpIuhx4KOTnQpk3UkWQVJSMiIiLpcsMNUUeQldRNIyIiIpFSZURERCRdKivDrVlYJCWqjIiIiKTLKaeEMSMvvxx1JFlFyYiIiEi6qCKyW9RNIyIiki4vvRR1BFlJlRERERGJlJIRERERiZSSERERkXS56SY4+WSYODHqSLKKkhEREZF0KSqCV14J16eRlCkZERERSZcbb4Tx42HIkKgjySo6m0ZERCRdlITsFlVGREREJFKqjIiIiKTLK6/A4sVw4olwwAFRR5M1VBkRERFJl/vvh4svhhkzoo4kq6gyIiIiki4nnggdO0LnzlFHklUymoyY2UjgT0AO8Ii731Lt+bOAawADvgUudvdpmYxJREQkYy69NOoIslLGumnMLAe4DzgR6Af8yMz6VVttIfAddx8A3Aw8nKl4REREZO+UyTEjQ4H57r7A3cuAscDo5BXc/WN3/yb2cALQMYPxiIiIZNaaNbB0KWzeHHUkWSWTyUgHYEnS4+JY2478DHh1e0+Y2YVmVmRmRatWrUpjiCIiImn04x+HMSNvvx11JFllrzibxsyOISQj12zveXd/2N0L3b2wdevWtRuciIhIqlq2hIICyMuLOpKskskBrEuBTkmPO8baqjCzg4BHgBPdfU0G4xEREcmsxx+POoKslMnKyCSgp5l1NbN6wBhgXPIKZtYZeB44x90/z2AsIiIispfKWGXE3cvN7DLgdcKpvY+6+ywz+3ns+QeBG4CWwP1mBlDu7oWZiklERET2PubuUcdQI4WFhV5UVBR1GCIiItv65S/hgw/grrvgqKPStlkzm7wv/1jfKwawioiI7BMWLIApU2D9+qgjySpKRkRERNLlrrtg8mQ48sioI8kqujaNiIhIunTvHnUEWUmVEREREYmUkhEREZF0eeopuOEGmDs36kiyipIRERGRdBk7Fm6+Gb74IupIsorGjIiIiKTLmWfCkCHQu3fUkWQVJSMiIiLp8qMfRR1BVlI3jYiIiERKlREREZF0+fzzMOFZz57QrFnU0WQNVUZERETS5aqrYOjQMCW8pEzJiIiISLr07AmFhdC0adSRZBV104iIiKTLHXdEHUFWUmVEREREIqVkRERERCKlZERERCRdzj0X2rWD11+POpKsomREREQkXdatg5UrobQ06kiyigawioiIpMvjj4dERHOM1IiSERERkXRp3jzqCLKSumlEREQkUkpGRERE0uXee+GCC2Dq1KgjySpKRkRERNLljTfgkUdg8eKoI8kqGjMiIiKSLpdeCt/7HgwcGHUkWUXJiIiISLqccELUEWQlddOIiIhIpFQZERERSZdPPw2Tng0dGmZilZSoMiIiIpIuf/wjjB4NEydGHUlWUWVEREQkXYYODbdt20YbR5ZRMiIiIpIu110XdQRZSd00IiIiEilVRkRERNKlsjLcmoVFUqLKiIiISLp8//uQkwMvvRR1JFlFyYiIiEi6qCKyW9RNIyIiki4vvhh1BFlJlRERERGJlJIRERERiZSSERERkXT5/e/h5JNhwoSoI8kqSkZERETSZfJkeOWVcH0aSZmSERERkXS5/noYPx4OPTTqSLKKzqYRERFJl8LCqCPISqqMiIiISKRUGREREUmX116DRYvghBOga9eoo8kaqoyIiIikywMPwMUXw/TpUUeSVTKajJjZSDObZ2bzzeza7TxvZnZ37PnpZnZIJuMRERHJqBNOgIsugi5doo4kq2Ssm8bMcoD7gOOBYmCSmY1z99lJq50I9IwthwIPxG5FRESyzyWXRB1BVspkZWQoMN/dF7h7GTAWGF1tndHA3zyYADQzs/YZjElERET2MplMRjoAS5IeF8faaroOZnahmRWZWdGqVavSHqiIiIhEJysGsLr7w+5e6O6FrVu3jjocERERSaNMJiNLgU5JjzvG2mq6joiIiOzDMpmMTAJ6mllXM6sHjAHGVVtnHHBu7KyaYcB6d1+ewZhERERkL5Oxs2ncvdzMLgNeB3KAR919lpn9PPb8g8ArwEnAfGAT8NNMxSMiIiJ7p4zOwOrurxASjuS2B5PuO3BpJmMQERGRvVtWDGAVERGRfZeSEREREYmUkhERERGJlJIRERERiZSSEREREYmUkhERERGJlJIRERERiZSFqT6yh5mtAr6KOo69SCtgddRB7Md0/KOjYx8tHf/adYC777MXZ8u6ZESqMrMidy+MOo79lY5/dHTso6XjL+mkbhoRERGJlJIRERERiZSSkez3cNQB7Od0/KOjYx8tHX9JG40ZERERkUipMiIiIiKRUjKSBcwsx8ymmNn42OMWZvammX0Ru22etO5vzWy+mc0zsxOii3rfYGbNzOwfZjbXzOaY2XAd/9phZr8ys1lmNtPMnjazfB37zDGzR83sazObmdRW4+NtZoPNbEbsubvNzGr7vUj2UTKSHX4JzEl6fC3wtrv3BN6OPcbM+gFjgAOBkcD9ZpZTy7Hua/4EvObufYCBhH8HHf8MM7MOwC+AQnfvD+QQjq2OfeY8Rjh2yXbneD8AXAD0jC3VtymyDSUjezkz6wicDDyS1DwaeDx2/3Hg+0ntY9291N0XAvOBobUV677GzJoCRwF/AXD3Mndfh45/bckF6ptZLtAAWIaOfca4+/vA2mrNNTreZtYeaOLuEzwMSPxb0mtEdkjJyN7vLuA3QGVSW1t3Xx67vwJoG7vfAViStF5xrE12T1dgFfDXWDfZI2bWEB3/jHP3pcBtwGJgObDe3d9Ax7621fR4d4jdr94uslNKRvZiZjYK+NrdJ+9ondivD50SlRm5wCHAA+5+MLCRWJk6Tsc/M2JjE0YTEsICoKGZnZ28jo597dLxlkxSMrJ3Oxw4xcwWAWOBY83sSWBlrBxK7Pbr2PpLgU5Jr+8Ya5PdUwwUu/unscf/ICQnOv6ZNwJY6O6r3H0r8DxwGDr2ta2mx3tp7H71dpGdUjKyF3P337p7R3fvQhgs9o67nw2MA34cW+3HwIux++OAMWaWZ2ZdCYPHJtZy2PsMd18BLDGz3rGm44DZ6PjXhsXAMDNrEDsb4zjC4GEd+9pVo+Md69LZYGbDYv9u5ya9RmSHcqMOQHbLLcCzZvYzwhWM/wPA3WeZ2bOEL8xy4FJ3r4guzH3C5cBTZlYPWAD8lJDE6/hnkLt/amb/AD4jHMsphBk/G6FjnxFm9jRwNNDKzIqBG9m9z5pLCGfm1AdejS0iO6UZWEVERCRS6qYRERGRSCkZERERkUgpGREREZFIKRkRERGRSCkZERERkUgpGRGJkJndaWZXJD1+3cweSXp8u5ldmeZ9lqRze7FtDjKzk5Ie32RmV6fwOjOzd8ysSRpiqGdm78euZSMiWUTJiEi0PiLMLIqZ1QFaEa6EGncY8HEEcdXUIOCkXa61rZOAae6+YU8DcPcywpVlz9jTbYlI7VIyIhKtj4HhsfsHAjOBb82suZnlAX2Bz8yskZm9bWafmdkMMxsNYGa3mNml8Y0lVyTM7NdmNsnMppvZ77a38+2tY2ZdzGyOmf3ZzGaZ2RtmVj/23JDYulPN7H/NbGZsQrjfA2fE2uPJQD8ze8/MFpjZL3bw/s8iNkPnLvb7XqyKVBRbZ4iZPW9mX5jZH5K298/YNkUkiygZEYmQuy8Dys2sM6EK8gnwKSFBKQRmxH7xbwFOdfdDgGOA22PTbT9DbFbMmP8AnjGz7xKm6B5KqFoMNrOjkve9i3V6Ave5+4HAOuC0WPtfgYvcfRBQEXsPZcANwDPuPsjdn4mt2wc4Ibb9G82s7nYOweFA8oUgd7RfgDJ3LwQeJCQwlwL9gZ+YWcvYOjOBIdvZj4jsxZSMiETvY0IiEk9GPkl6/FFsHQP+y8ymA28RLsve1t2nAG3MrMDMBgLfuPsS4LuxZQphSvU+hC/6ZDtbZ6G7T43dnwx0MbNmQGN3/yTW/vddvK+X3b3U3VcTLrDWdjvrtHD3b5Meb7PfpOfGxW5nALPcfbm7lxKm6e8EEJuSvMzMGu8iNhHZi2igl0j04uNGBhB+2S8BrgI2ECoRELoeWgOD3X1r7ErO+bHnngN+CLQjVEogJC//7e4P7WS/213HzLoApUlNFYTrjNRU9W1s7/Om3MzquHvlDl6TvN/4c5XV1qustu08QiVJRLKEKiMi0fsYGAWsdfcKd18LNCN01cQHrzYFvo4lIscAByS9/hnCVZ1/SEhMAF4HzjOzRgBm1sHM2lTbbyrr/Ju7ryOMZzk01jQm6elvgd2pRswDuu3G67Yr1l2z2t23pmubIpJ5SkZEojeDcBbNhGpt62NdHABPAYVmNoNwWfa58RXdfRYhEVgau4Q77v4GoRvlk9hr/kG1ZCGVdbbjZ8CfzWwq0BBYH2t/lzBgNXkAaypeJlwpNl2OiW1TRLKIrtorIikzs0buXhK7fy3Q3t1/uQfbaw/8zd2PT1N8zwPXuvvn6dieiNQOjRkRkZo42cx+S/js+Ar4yZ5szN2Xx07lbbKnc43ETjH+pxIRkeyjyoiIiIhESmNGREREJFJKRkRERCRSSkZEREQkUkpGREREJFJKRkRERCRSSkZEREQkUv8fK4EtAn+FQn0AAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] }, + "metadata": {}, "output_type": "display_data" } ], @@ -209,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -217,7 +223,7 @@ "output_type": "stream", "text": [ "dict_keys(['detector', 'lens1', 'lens2', 'lens3', 'filters', 'mirror1', 'mirror2', 'mirror3', 'atmosphere'])\n", - "Update directories (e.g.): /Users/lynnej/lsstRepos/syseng_throughputs/components/camera/detector/joint_minimum\n", + "Update directories (e.g.): /Users/bxin/lsst_stack/syseng_throughputs/components/camera/detector/joint_minimum\n", "Master directories (e.g.): syseng_master/components/camera/detector/joint_minimum\n" ] } @@ -235,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -247,19 +253,17 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -272,19 +276,17 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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literal 0 HcmV?d00001 diff --git a/documentation/UpdateMirrors.ipynb b/documentation/UpdateMirrors.ipynb new file mode 100644 index 0000000..dc0541e --- /dev/null +++ b/documentation/UpdateMirrors.ipynb @@ -0,0 +1,781 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A notebook to update the mirror throughputs, starting with the source in Docushare, Document-33018, and displaying exactly what is used and how.\n", + "* Bo Xin updated 25 June 2019 (data provided by Chuck Claver and Sandrine Thomas)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "# this magic command makes plots appear within the notebook\n", + "%matplotlib inline\n", + "\n", + "# Import bandpassUtils, without requiring or using LSST stack -- in order to get the defaultDirectory layout.\n", + "currentdir = os.getcwd()\n", + "syseng_python = os.path.normpath(os.path.join(currentdir, '../python/lsst/syseng/throughputs'))\n", + "if syseng_python not in sys.path:\n", + " sys.path.append(syseng_python)\n", + "from bandpassUtils import setDefaultDirs" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "detector /Users/bxin/lsst_stack/syseng_throughputs/components/camera/detector/joint_minimum\n", + "lens1 /Users/bxin/lsst_stack/syseng_throughputs/components/camera/lens1\n", + "lens2 /Users/bxin/lsst_stack/syseng_throughputs/components/camera/lens2\n", + "lens3 /Users/bxin/lsst_stack/syseng_throughputs/components/camera/lens3\n", + "filters /Users/bxin/lsst_stack/syseng_throughputs/components/camera/filters\n", + "mirror1 /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror1\n", + "mirror2 /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror2\n", + "mirror3 /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror3\n", + "atmosphere /Users/bxin/lsst_stack/syseng_throughputs/siteProperties\n" + ] + } + ], + "source": [ + "defaultDirs = setDefaultDirs(rootDir = os.path.normpath(os.path.join(currentdir, '..')))\n", + "for k, v in defaultDirs.items():\n", + " print(k, v)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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Wavelength (nm)%R%R.1%R.2%R.3%R.4%R.5%R.6%R.7%R.8%R.9Unnamed: 11MeanSTDEVMinMax
0150096.44798.45698.47798.51298.50898.47298.51998.44798.52598.298NaN98.4682220.06979298.29898.525
1149996.46498.47098.48798.51698.52398.48198.53198.44498.54198.309NaN98.4780000.07081598.30998.541
2149896.598.45298.46698.50598.51098.47298.52398.44098.51898.301NaN98.4652220.06850098.30198.523
3149796.52298.43198.45098.48698.50098.45198.49498.41598.49298.280NaN98.4443330.06864298.28098.500
4149696.47198.46598.50598.52498.52998.48398.54198.44398.53498.323NaN98.4830000.06871198.32398.541
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" + ], + "text/plain": [ + " Wavelength (nm) %R %R.1 %R.2 %R.3 %R.4 %R.5 %R.6 \\\n", + "0 1500 96.447 98.456 98.477 98.512 98.508 98.472 98.519 \n", + "1 1499 96.464 98.470 98.487 98.516 98.523 98.481 98.531 \n", + "2 1498 96.5 98.452 98.466 98.505 98.510 98.472 98.523 \n", + "3 1497 96.522 98.431 98.450 98.486 98.500 98.451 98.494 \n", + "4 1496 96.471 98.465 98.505 98.524 98.529 98.483 98.541 \n", + "\n", + " %R.7 %R.8 %R.9 Unnamed: 11 Mean STDEV Min Max \n", + "0 98.447 98.525 98.298 NaN 98.468222 0.069792 98.298 98.525 \n", + "1 98.444 98.541 98.309 NaN 98.478000 0.070815 98.309 98.541 \n", + "2 98.440 98.518 98.301 NaN 98.465222 0.068500 98.301 98.523 \n", + "3 98.415 98.492 98.280 NaN 98.444333 0.068642 98.280 98.500 \n", + "4 98.443 98.534 98.323 NaN 98.483000 0.068711 98.323 98.541 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docusharefile = 'Document-33018.xlsx'\n", + "xl = pd.ExcelFile(docusharefile)\n", + "df1 = xl.parse('Lsst_VA_1605_protected Aluminum', skiprows=3)\n", + "idx = ~np.isnan(df1['Mean'])\n", + "df1 = df1[idx]\n", + "df2 = xl.parse('Lsst_VA_1605_protected Silver', skiprows=3)\n", + "idx = ~np.isnan(df2['Mean'])\n", + "df2 = df2[idx]\n", + "df2[:5]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# we want wavelength in ascending order\n", + "na1 = np.array(df1, dtype=np.float64)\n", + "na2 = np.array(df2, dtype=np.float64)\n", + "idx = np.argsort(na1[:,0])\n", + "na1 = na1[idx,:]\n", + "idx = np.argsort(na2[:,0])\n", + "na2 = na2[idx,:]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Wavelength (nm)', '%R', '%R.1', '%R.2', '%R.3', '%R.4', '%R.5', '%R.6',\n", + " '%R.7', '%R.8', '%R.9', 'Unnamed: 11', 'Mean', 'STDEV', 'Min', 'Max'],\n", + " dtype='object')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df1.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Q+7TP48Bto55n1mx/Su9l9CPAN7rbHuA3gQeBx4AvAFf2nXNb91xOsEw+4QD8Ob/6VNJYzA78ATDd/dn/O3DFGM3+D8B3gEeBf6X3aZhlOTvwMXrvhfyC3iu1v1nMrMBU93wfBz5E94u6Szz3DL33Ei78rN613OYe5OZvPkuSGivpUpIkaQEMgySpYRgkSQ3DIElqGAZJUsMwSJIahkGS1DAMkqTG/wHmtIiori7VwQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#check the wavelength are idential for two coatings\n", + "plt.plot(na1[:,0]-na2[:,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0, 140)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wl = na1[:,0]\n", + "#somehow the first measurements were bad\n", + "fig1, ax = plt.subplots(1,2, figsize=(15, 5))\n", + "ax[0].plot(wl, na1[:,1], 'r-', label='Measurement#1')\n", + "ax[0].plot(wl, na1[:,2], 'b-', label='Measurements#2-10')\n", + "ax[0].plot(wl, na1[:,3:11], 'b-')\n", + "ax[0].set_title('Aluminum coating (raw data, in percent)')\n", + "ax[0].grid()\n", + "ax[0].legend(loc='lower right')\n", + "ax[1].plot(wl, na2[:,1], 'r-', label='Measurement#1')\n", + "ax[1].plot(wl, na2[:,2], 'b-', label='Measurements#2-10')\n", + "ax[1].plot(wl, na2[:,3:11], 'b-')\n", + "ax[1].set_title('Silver coating (raw data, in percent)')\n", + "ax[1].grid()\n", + "ax[1].legend(loc='lower right')\n", + "ax[0].set_ylim([0, 140])\n", + "ax[1].set_ylim([0, 140])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(800, 880)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# there are still discontinuities around 850 nm. Questions sent to Tomi.\n", + "fig1, ax = plt.subplots(1,2, figsize=(15, 5))\n", + "#ax[0].plot(wl, na1[:,1], 'r-', label='Measurement#1')\n", + "#ax[0].plot(wl, na1[:,2], 'b-', label='Measurements#2-10')\n", + "ax[0].plot(wl, na1[:,2:11]) #, 'b-')\n", + "ax[0].set_title('Aluminum coating (raw data, in percent)')\n", + "ax[0].grid()\n", + "#ax[0].legend(loc='lower right')\n", + "#ax[1].plot(wl, na2[:,1], 'r-', label='Measurement#1')\n", + "#ax[1].plot(wl, na2[:,2], 'b-', label='Measurements#2-10')\n", + "ax[1].plot(wl, na2[:,2:11])#, 'b-')\n", + "ax[1].set_title('Silver coating (raw data, in percent)')\n", + "ax[1].grid()\n", + "#ax[1].legend(loc='lower right')\n", + "ax[0].set_ylim([85, 88])\n", + "ax[1].set_ylim([96, 99])\n", + "ax[0].set_xlim([800, 880])\n", + "ax[1].set_xlim([800, 880])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "t1 = np.mean(na1[:,2:11], axis=1)\n", + "t2 = np.mean(na2[:,2:11], axis=1)\n", + "t1s = np.std(na1[:,2:11], axis=1)\n", + "t2s = np.std(na2[:,2:11], axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1 = plt.figure(figsize=(8, 6))\n", + "plt.errorbar(wl, t1, yerr=t1s, fmt='r-', label='Aluminum')\n", + "plt.errorbar(wl, t2, yerr=t2s, fmt='b-', label='Silver')\n", + "plt.suptitle('Throughput vs wavelength')\n", + "ax=fig1.gca()\n", + "ax.grid(True)\n", + "#ax.set_xticks(np.arange(300, 1200, 100.))\n", + "#ax.set_yticks(np.arange(0., 2., 0.01))\n", + "plt.legend(loc='lower right')\n", + "#plt.ylim(85,90)\n", + "#plt.xlim(800,880)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror1/m1_ProtAl_Ideal.dat\n", + "In directory /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror1/m1_Losses:\n", + " \t ['m1_Losses.dat']\n" + ] + } + ], + "source": [ + "# What's in the destination directory already? \n", + "component = 'mirror1'\n", + "contents = os.listdir(defaultDirs[component])\n", + "for c in contents:\n", + " tmp = os.path.join(defaultDirs[component], c)\n", + " if os.path.isdir(tmp):\n", + " print('In directory %s:\\n \\t %s' % (tmp, os.listdir(tmp)))\n", + " else:\n", + " print(tmp)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing to file /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror1/m1_ProtAl_Ideal.dat\n" + ] + } + ], + "source": [ + "component = 'mirror1'\n", + "replacement_file = os.path.join(defaultDirs[component], 'm1_ProtAl_Ideal.dat')\n", + "print('Writing to file %s' % replacement_file)\n", + "\n", + "header = '#Wavelength(nm) Throughput(0-1)'\n", + "with open(replacement_file, 'w') as f:\n", + " print(header, file=f)\n", + " for i in range(len(wl)):\n", + " print(round(wl[i], 1), round(t1[i]/100, 4), file=f)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "In directory /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror2/m2_Losses:\n", + " \t ['m2_Losses.dat']\n", + "/Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror2/m2_ProtAg_Ideal.dat\n" + ] + } + ], + "source": [ + "# What's in the destination directory already? \n", + "component = 'mirror2'\n", + "contents = os.listdir(defaultDirs[component])\n", + "for c in contents:\n", + " tmp = os.path.join(defaultDirs[component], c)\n", + " if os.path.isdir(tmp):\n", + " print('In directory %s:\\n \\t %s' % (tmp, os.listdir(tmp)))\n", + " else:\n", + " print(tmp)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing to file /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror2/m2_ProtAg_Ideal.dat\n" + ] + } + ], + "source": [ + "component = 'mirror2'\n", + "replacement_file = os.path.join(defaultDirs[component], 'm2_ProtAg_Ideal.dat')\n", + "print('Writing to file %s' % replacement_file)\n", + "\n", + "header = '#Wavelength(nm) Throughput(0-1)'\n", + "with open(replacement_file, 'w') as f:\n", + " print(header, file=f)\n", + " for i in range(len(wl)):\n", + " print(round(wl[i], 1), round(t2[i]/100, 4), file=f)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "In directory /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror3/m3_Losses:\n", + " \t ['m3_Losses.dat']\n", + "/Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror3/m3_ProtAl_Ideal.dat\n" + ] + } + ], + "source": [ + "# What's in the destination directory already? \n", + "component = 'mirror3'\n", + "contents = os.listdir(defaultDirs[component])\n", + "for c in contents:\n", + " tmp = os.path.join(defaultDirs[component], c)\n", + " if os.path.isdir(tmp):\n", + " print('In directory %s:\\n \\t %s' % (tmp, os.listdir(tmp)))\n", + " else:\n", + " print(tmp)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing to file /Users/bxin/lsst_stack/syseng_throughputs/components/telescope/mirror3/m3_ProtAl_Ideal.dat\n" + ] + } + ], + "source": [ + "component = 'mirror3'\n", + "replacement_file = os.path.join(defaultDirs[component], 'm3_ProtAl_Ideal.dat')\n", + "print('Writing to file %s' % replacement_file)\n", + "\n", + "header = '#Wavelength(nm) Throughput(0-1)'\n", + "with open(replacement_file, 'w') as f:\n", + " print(header, file=f)\n", + " for i in range(len(wl)):\n", + " print(round(wl[i], 1), round(t1[i]/100, 4), file=f)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "CompletedProcess(args=['git', 'clone', 'https://github.com/lsst-pst/syseng_throughputs.git', 'syseng_master'], returncode=0)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Compare to prior curves, from github:master -- first clone new copy (default = master).\n", + "import shutil\n", + "import subprocess\n", + "\n", + "masterdir = 'syseng_master'\n", + "# Remove previous copy of this directory, if it exists.\n", + "try:\n", + " shutil.rmtree(masterdir)\n", + "except OSError:\n", + " pass\n", + "gitcommand = 'git clone https://github.com/lsst-pst/syseng_throughputs.git %s' % masterdir\n", + "subprocess.run(args=gitcommand.split(), check=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "masterDirs = setDefaultDirs(rootDir=masterdir)\n", + "m1_ref = pd.read_csv(os.path.join(masterDirs['mirror1'], 'm1_ProtAl_Ideal.dat'), delim_whitespace=True,\n", + " comment='#', header=None, names=['wavelength', 'sb'])\n", + "m2_ref = pd.read_csv(os.path.join(masterDirs['mirror2'], 'm2_ProtAg_Ideal.dat'), delim_whitespace=True,\n", + " comment='#', header=None, names=['wavelength', 'sb'])\n", + "m3_ref = pd.read_csv(os.path.join(masterDirs['mirror3'], 'm3_ProtAl_Ideal.dat'), delim_whitespace=True,\n", + " comment='#', header=None, names=['wavelength', 'sb'])" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1 = plt.figure(figsize=(8, 6))\n", + "plt.plot(wl, t1/100, 'r-', label='Update M1M3')\n", + "plt.plot(wl, t2/100, 'b-', label='Update M2')\n", + "plt.plot(m1_ref['wavelength'], m1_ref['sb'], 'y--', label='Master M1')\n", + "plt.plot(m2_ref['wavelength'], m2_ref['sb'], 'g--', label='Master M2')\n", + "plt.plot(m1_ref['wavelength'], m1_ref['sb'], 'm--', label='Master M3')\n", + "plt.suptitle('Throughput vs wavelength')\n", + "ax=fig1.gca()\n", + "ax.grid(True)\n", + "#ax.set_xticks(np.arange(300, 1200, 100.))\n", + "#ax.set_yticks(np.arange(0., 2., 0.01))\n", + "plt.legend(loc='lower right')\n", + "#plt.ylim(.85,1.00)\n", + "#plt.xlim(800,880)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1 = plt.figure(figsize=(8, 6))\n", + "plt.plot(wl, t1/100, 'r-', label='Update M1M3')\n", + "plt.plot(wl, t2/100, 'b-', label='Update M2')\n", + "plt.plot(m1_ref['wavelength'], m1_ref['sb'], 'y--', label='Master M1')\n", + "plt.plot(m2_ref['wavelength'], m2_ref['sb'], 'g--', label='Master M2')\n", + "plt.plot(m1_ref['wavelength'], m1_ref['sb'], 'm--', label='Master M3')\n", + "plt.suptitle('Throughput vs wavelength')\n", + "ax=fig1.gca()\n", + "ax.grid(True)\n", + "#ax.set_xticks(np.arange(300, 1200, 100.))\n", + "#ax.set_yticks(np.arange(0., 2., 0.01))\n", + "plt.legend(loc='lower right')\n", + "plt.ylim(.85,1.00)\n", + "ax = plt.axes()\n", + "ax.arrow(848, .85, 0, .014, head_width=20, head_length=0.005, fc='k', ec='k')\n", + "ax.arrow(848, 1, 0, -.014, head_width=20, head_length=0.005, fc='k', ec='k')" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "# When all done - remove the git clone.\n", + "shutil.rmtree(masterdir)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From a13a365d5469a621df987c796a34cc071888d6f0 Mon Sep 17 00:00:00 2001 From: bxin Date: Fri, 27 Sep 2019 11:55:35 -0700 Subject: [PATCH 2/2] Update README.md --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 3952948..ab4858a 100644 --- a/README.md +++ b/README.md @@ -25,6 +25,10 @@ of this repository directly - the curves in the throughputs repository are constructed from these curves, and can be traced through the git SHA1 and release tags. +# Release 1.6 # + +The mirror reflectivity was updated based on measurements from coating samples from June 2019. The PR for this update is https://github.com/lsst-pst/syseng_throughputs/pull/11. The notebooks showing what has changed and the updated m5 calculations are found in the "documentation" subdirectory. + # Release 1.5 # This is a minor update for throughputs (the lens2 glass and BBAR coating curves