sqlalchemy 2.0 changes

sqlalchemy_2_0.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/mitchellgritts/Documents/projects/vp-airflow/dags\n"
     ]
    }
   ],
   "source": [
    "cd ../.."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'2.0.19'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import sqlalchemy\n",
    "\n",
    "sqlalchemy.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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455786.61218519334 4645135.267386612, 455784.1218841535 4645110.290786026, 455783.64734516287 4645105.260483106, 455781.21627178293 4645079.303188305, 455780.61633258476 4645055.269819237, 455784.62033310375 4645011.262938252, 455802.61870640947 4644965.263478372, 455821.49571872 4644928.765672939, 455808.30415471067 4644908.769539634, 455794.060388367 4644889.122446039, 455769.842535483 4644861.269474775, 455729.4918012242 4644820.771135061, 455669.61040843197 4644747.263165183, 455642.52939899976 4644710.327386666, 455602.13273075514 4644653.575421468, 455598.8088340823 4644648.706938592, 455595.92938371375 4644644.486261603, 455563.77641735796 4644588.22438152, 455543.3154647491 4644556.791454538, 455540.8998311558 4644551.894182049, 455516.65797610395 4644502.777694797, 455504.94287893974 4644467.894244732, 455466.99888701993 4644422.971285391, 455408.47314116376 4644366.21807323, 455374.7779291278 4644337.84415787, 455365.68030997226 4644329.521229977, 455332.60959404655 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454865.4933791538 4643531.091764596, 454859.21794654813 4643523.542192682, 454853.0889813111 4643514.652015938, 454845.6001130113 4643498.2541465, 454843.6092375843 4643485.688290202, 454843.5138636167 4643479.240900219, 454843.49665851466 4643463.366910907, 454847.6007000727 4643440.259319547, 454853.5929902328 4643415.2587705515, 454863.59337170876 4643391.256235096, 454871.5968824269 4643373.255456355, 454878.59362952336 4643348.260582632, 454886.5998176883 4643322.261749256, 454888.600784515 4643305.259883718, 454888.5932835377 4643290.258139259, 454887.6037335302 4643284.553638688, 454885.18080686557 4643267.110630395, 454873.0702023416 4643246.073038095, 454849.5972345965 4643220.256907729, 454826.59101201396 4643198.257874403, 454809.59689135733 4643181.2563602915, 454776.5927131068 4643160.2589513995, 454722.5910577374 4643140.258029988, 454690.59662051796 4643128.256097985, 454665.5896461068 4643118.255045588, 454643.58557350317 4643112.25487739, 454630.59612236114 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454003.27741860464 4641487.797743275, 453999.5694024585 4641405.244946001, 453993.3206671242 4641350.959795285, 453993.09371135314 4641333.251221743, 453987.5685875953 4641263.247978449, 453986.6020582402 4641231.244241042, 453985.82819958933 4641201.26421457, 453988.5715317105 4641172.2486946825, 453992.08780205157 4641125.248655105, 453992.5695819793 4641113.2393359095, 454000.5670755411 4641054.250724194, 454002.5751925695 4641029.2436214, 454003.5694917364 4641002.249465984, 454003.56985714764 4640966.247636395, 454002.6883461852 4640911.533978823, 454002.57024382736 4640904.25263046, 454004.57501616416 4640868.248020141, 454014.5696507092 4640839.246816805, 454023.56984868145 4640810.247085592, 454036.0130198823 4640780.498083646, 454064.5738908934 4640712.244179976, 454074.56229145353 4640659.248196442, 454090.57130168454 4640598.24586607, 454099.5700366311 4640556.245290556, 454101.5728203662 4640540.249597477, 454100.1778335487 4640520.248363404, 454099.86949831434 4640507.367934639, 454099.5251502631 4640493.070340596, 454096.5705766829 4640476.250883325, 454093.5674332859 4640449.244866063, 454089.56892111397 4640427.25966033, 454083.5654134697 4640408.24664496, 454077.5639635515 4640390.252921904, 454071.5651864824 4640372.249587048, 454058.56693355506 4640354.250520902, 454040.5630892382 4640334.249498898, 454019.56775078643 4640317.242949072, 453983.5643542452 4640284.245524579, 453972.11811776855 4640274.145664196, 453966.3479317267 4640269.547056656, 453947.5626003196 4640254.248803227, 453929.15524418134 4640235.831494367, 453924.03194121097 4640229.893913211, 453912.056900119 4640213.926041705, 453902.56230805337 4640203.245299039, 453884.56267370697 4640179.249668934, 453867.5639334103 4640160.249254349, 453853.56132644875 4640142.247354248, 453849.3778259574 4640135.483245873, 453840.5652360813 4640121.242694262, 453821.87107732793 4640098.465565283, 453808.56213303015 4640082.245945213, 453801.35679707717 4640065.7418565815, 453781.56082628993 4640030.2475601295, 453771.84117499454 4640006.658622819, 453767.55742300744 4639996.244213962, 453718.41468223935 4639851.637947727, 453715.0126789696 4639843.466933545, 453695.55890233873 4639804.239150118, 453689.5759619908 4639789.512988207, 453678.30049269774 4639747.018671431, 453664.1037821433 4639700.167568042, 453651.55893937865 4639670.245105064, 453643.5561191853 4639634.242150923, 453629.8715817374 4639593.039905008, 453624.90195694537 4639571.169085994, 453617.5613396488 4639556.240642372, 453613.5597861832 4639534.24254146, 453610.5566394758 4639519.241182106, 453604.55463860923 4639508.238963526, 453598.02586613985 4639497.889377738, 453592.9988975163 4639488.458162694, 453576.04121240065 4639480.130220396, 453571.4892497826 4639478.831699619, 453548.55332367605 4639468.236024659, 453531.29126024066 4639458.006780006, 453521.55782287417 4639452.242317767, 453512.2201766694 4639445.8577807825, 453502.55315299804 4639439.24790781, 453480.3530005475 4639424.695815121, 453473.2971906777 4639420.70164741, 453443.4049521737 4639410.533359183, 453414.50789315486 4639396.33028648, 453408.55883425864 4639393.355984997, 453402.972059548 4639390.449404902, 453392.6359563116 4639385.068193051, 453374.30757337884 4639375.213988591, 453362.7198629424 4639368.916214797, 453358.8962720439 4639366.621859098, 453348.55187409744 4639359.235011398, 453332.217032201 4639346.464230749, 453328.0522979771 4639340.928248923, 453324.38341900794 4639336.051509694, 453310.5479018097 4639320.239328508, 453308.1779518109 4639315.163699642, 453303.5427705755 4639305.237754106, 453283.54917881684 4639277.236637032, 453257.5419763294 4639258.241173588, 453224.5444044456 4639232.239001865, 453199.3591194823 4639219.277927469, 453180.5448572657 4639208.237860342, 453158.5441622644 4639197.236629981, 453138.554220177 4639189.233861534, 453119.5488456374 4639182.2351720305, 453096.5405503607 4639177.243343117, 453079.54664736916 4639173.230647374, 453055.5453408321 4639174.236274847, 453027.54186062806 4639181.239749016, 452998.54551564757 4639186.23303515, 452970.54123499093 4639193.231188948, 452948.5371108183 4639199.22598925, 452931.5451971785 4639200.235075059, 452908.53724360856 4639198.232358032, 452871.5372964156 4639198.233292767, 452848.4486996181 4639199.372597002, 452828.46461851685 4639201.470561366, 452800.53948210465 4639207.238137504, 452775.9935969576 4639210.296409164, 452768.5345120756 4639211.232906591, 452729.54028702015 4639226.232693872, 452716.04453867115 4639232.970436919, 452701.5392935324 4639240.22902018, 452676.5389527736 4639254.2193794865, 452650.5347262773 4639268.224489407, 452614.88347903267 4639284.853352158, 452598.879914849 4639288.044341806, 452595.57038819126 4639288.851020707, 452573.5347990471 4639294.223914423, 452523.5290127491 4639298.220674787, 452482.5333064527 4639302.223418358, 452444.5364319427 4639304.22858704, 452436.6227088063 4639304.2285132585, 452414.53803454974 4639304.228137838, 452404.38745577727 4639303.298705158, 452392.5458095921 4639302.49753298, 452368.40579615557 4639296.469608601, 452351.51069421927 4639288.449711051, 452340.3457966708 4639283.726262142, 452304.5328797338 4639263.233448457, 452282.30523027334 4639249.715990023, 452241.53234882856 4639229.221478814, 452210.529027275 4639212.216931252, 452194.2806257753 4639203.748581491, 452187.52652006 4639200.21721021, 452153.6623723178 4639187.657243964, 452130.4416839251 4639183.529303188, 452124.7740437995 4639181.525129207, 452097.5236895408 4639177.213679222, 452073.5272892204 4639175.215685571, 452046.52514596254 4639176.216826504, 452022.52140175994 4639180.21909619, 452015.5805965247 4639183.561487957, 451995.51477204286 4639193.218001936, 451965.5203890449 4639217.2198152235, 451939.5221120044 4639236.21240568, 451920.4294800426 4639244.265079819, 451901.5246594361 4639252.217879165, 451866.52350978216 4639268.216935862, 451834.27493693243 4639283.576444169, 451819.59300414845 4639293.015550267, 451802.51868836937 4639303.992966504, 451779.80342724436 4639302.567551416, 451774.14147719496 4639300.397415581, 451757.5487881502 4639302.381611142, 451715.5241284741 4639303.226235034, 451665.51841872005 4639301.208281672, 451651.0524828811 4639302.280648348, 451611.5170923379 4639305.212579974, 451570.3138875998 4639315.097367051, 451561.5208805155 4639317.209710729, 451506.46794118546 4639323.951524538, 451456.5163260063 4639323.205766704, 451406.5084154363 4639331.020332966, 451364.71529709414 4639347.73955941, 451316.6411488193 4639346.993980865, 451287.6904041492 4639346.545481434, 451228.5110963499 4639364.20170211, 451219.507381242 4639365.211601031, 451192.5075482678 4639369.208200055, 451161.51574331336 4639375.206721897, 451143.29976676655 4639379.740252577, 451133.5077922271 4639382.189617221, 451098.5020064281 4639389.173528395, 451051.4994216407 4639400.204591205, 451015.5050209741 4639410.20008085, 450968.5054643325 4639418.198163144, 450922.510759208 4639423.20226149, 450885.5029464024 4639432.202869148, 450864.5041026405 4639439.196048151, 450837.4425314356 4639450.122539165, 450825.9818511452 4639459.249309698, 450821.5240505608 4639463.903604267, 450817.136200179 4639468.702108048, 450807.07501735934 4639482.204923036, 450804.4138448433 4639485.846700181, 450801.81060741015 4639489.132540868, 450786.5014558538 4639518.2097053, 450773.50183155463 4639539.199751358, 450767.87855350727 4639541.701628391, 450764.49830203643 4639507.199538997, 450762.49672867294 4639466.207979401))), EPSG:26910), inserted_at=datetime.datetime(2023, 7, 14, 19, 56, 13, 960210))"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# landscape lookup table changes \n",
    "from common.landscape import Landscape\n",
    "from utils.database.lookup.landscape_lookup_table import LandscapeLookupTable\n",
    "\n",
    "landscape_lookup_table = LandscapeLookupTable()\n",
    "row = landscape_lookup_table.find(Landscape.SOFRC)\n",
    "\n",
    "row"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_HISTORY: 'vp-airflow-history'>, s3_file_path='trinity/landscape_reference_grids/manual__2023-05-02T15-58-01_00-00/5m/reference_grid.tif')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# reference lookup table changes\n",
    "from common.env_type import EnvType\n",
    "from common.landscape import Landscape\n",
    "from utils.database.lookup.reference_lookup_table import ReferenceLookupTable\n",
    "\n",
    "ref_lookup_table = ReferenceLookupTable(EnvType.PROD)\n",
    "\n",
    "ref_lookup_table.find_by_landscape(\n",
    "    landscape=Landscape.TRINITY,\n",
    "    resolution=5,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_HISTORY: 'vp-airflow-history'>, s3_file_path='trinity/huc12_reference_rasters/manual__2023-06-15T14-39-42_00-00/5m/180101050109.tif')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ref_lookup_table.find_by_huc12(\n",
    "    landscape=Landscape.TRINITY,\n",
    "    huc12_id=\"180101050109\",\n",
    "    resolution=5\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_INPUT: 'vp-airflow-input'>, s3_file_path='projection_reference_grids/26910/projection_reference_grid_30m_26910.tif')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find_projection_reference_raster(\n",
    "#         self, crs_epsg: int, resolution: int\n",
    "\n",
    "ref_lookup_table.find_projection_reference_raster(crs_epsg=26910, resolution=30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "LookupError",
     "evalue": "Projection reference grid for 26911 at resolution 30 not found",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mLookupError\u001b[0m                               Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[7], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39m# unhappy path\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m ref_lookup_table\u001b[39m.\u001b[39;49mfind_projection_reference_raster(crs_epsg\u001b[39m=\u001b[39;49m\u001b[39m26911\u001b[39;49m, resolution\u001b[39m=\u001b[39;49m\u001b[39m30\u001b[39;49m)\n",
      "File \u001b[0;32m~/Documents/projects/vp-airflow/dags/utils/database/lookup/reference_lookup_table.py:144\u001b[0m, in \u001b[0;36mReferenceLookupTable.find_projection_reference_raster\u001b[0;34m(self, crs_epsg, resolution)\u001b[0m\n\u001b[1;32m    142\u001b[0m raw_location \u001b[39m=\u001b[39m result\u001b[39m.\u001b[39mscalar()\n\u001b[1;32m    143\u001b[0m \u001b[39mif\u001b[39;00m raw_location \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m--> 144\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mLookupError\u001b[39;00m(\n\u001b[1;32m    145\u001b[0m         \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mProjection reference grid for \u001b[39m\u001b[39m{\u001b[39;00mcrs_epsg\u001b[39m}\u001b[39;00m\u001b[39m at resolution \u001b[39m\u001b[39m{\u001b[39;00mresolution\u001b[39m}\u001b[39;00m\u001b[39m not found\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    146\u001b[0m     )\n\u001b[1;32m    148\u001b[0m location \u001b[39m=\u001b[39m FileLocation\u001b[39m.\u001b[39mparse_obj(raw_location)\n\u001b[1;32m    149\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m remote_file_exists(location):\n",
      "\u001b[0;31mLookupError\u001b[0m: Projection reference grid for 26911 at resolution 30 not found"
     ]
    }
   ],
   "source": [
    "# unhappy path\n",
    "ref_lookup_table.find_projection_reference_raster(crs_epsg=26911, resolution=30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_INPUT: 'vp-airflow-input'>, s3_file_path='180101050109/allometric_data/2023-06-13T13:44/forest_type.tif')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from utils.database.lookup.file_lookup_table import FileLookupTable\n",
    "from common.filename import Filename\n",
    "from common.customer import Customer\n",
    "from common.file_location import FileLocation\n",
    "\n",
    "file_lookup_table = FileLookupTable()\n",
    "\n",
    "file_lookup_table.find_optional(area='180101050109', filename=Filename.ALLOMETRIC_DATA_FOREST_TYPE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_HISTORY_DEV: 'vp-airflow-history-dev'>, s3_file_path='171003110402/allometric_data_dq/manual__2023-08-31T01-24-36_00-00/conformed_forest_type.tif')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file_lookup_table.find_optional(area='171003110402', filename=Filename.ALLOMETRIC_DATA_CONFORMED_FOREST_TYPE, customer=Customer.SOFRC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "file_lookup_table.find_optional(area='171003110402', filename=Filename.ALLOMETRIC_DATA_FOREST_TYPE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLookupTableRow(id=125766, area='171003110402', step_name='allometric_data', run_id='2023-06-29T12:00', filename='forest_type.tif', inserted_at=datetime.datetime(2023, 6, 29, 20, 20, 9, 153025), customer='sofrc', dq_result='pass', location={'s3_bucket': 'vp-airflow-input', 's3_file_path': '171003110402/allometric_data/2023-06-29T12:00/forest_type.tif'}, metadata={'user': 'ihageman', 'git_hash': '930a2b1df6d1da1998404620f93091aaf52119f7'})"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file_lookup_table.find_by_location(\n",
    "    location=FileLocation(\n",
    "        s3_bucket=\"vp-airflow-input\",\n",
    "        s3_file_path=\"171003110402/allometric_data/2023-06-29T12:00/forest_type.tif\"\n",
    "    )\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_HISTORY_DEV: 'vp-airflow-history-dev'>, s3_file_path='configs/dag_run_configs/tnf/sara_norma/manual__2023-02-16T19:13:21+00:00/sara_norma_config.json')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# config lookup table\n",
    "from utils.database.lookup.config_lookup_table import ConfigLookupTable\n",
    "from common.dag_name import DagName\n",
    "from common.env_type import EnvType\n",
    "\n",
    "config_lookup_table = ConfigLookupTable(env=EnvType.DEV)\n",
    "config_lookup_table.find(dag_name=DagName.SARA_NORMA, dag_run_id=\"manual__2023-02-16T19:13:21+00:00\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FileLocation(s3_bucket=<AccessibleS3Buckets.VP_AIRFLOW_HISTORY_DEV: 'vp-airflow-history-dev'>, s3_file_path='configs/dag_run_configs/trinity/pipeline/1huc_trinity_pipe/pipeline_config.json')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config_lookup_table.find_pipeline_config(dag_run_id=\"1huc_trinity_pipe\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>objectid</th>\n",
       "      <th>geom</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>786542</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.35743 39.87742 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>18901703</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.37336 39.90501 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1750832</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.36237 39.94458 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3437280</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.41643 39.97572 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3557836</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.37342 39.90352 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3799053</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.40057 40.00379 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>5727965</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.36445 39.94918 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6210693</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.31789 39.89756 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6935658</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.32342 39.90648 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>18285416</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.37748 39.95831 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18285417</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.37320 39.95010 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18285418</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.35557 39.95515 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>18285530</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.38124 39.96634 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>18901747</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.34476 39.95747 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>18901849</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.36443 39.95322 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>3799052</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.40419 40.01688 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>4281310</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.40789 40.01571 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>4401244</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.41983 40.01291 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>6210692</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.40040 40.01811 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>18285415</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.37265 39.96130 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18285528</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.38835 39.96803 0.00000,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>18285529</td>\n",
       "      <td>MULTIPOLYGON Z (((-123.38811 39.96307 0.00000,...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    objectid                                               geom\n",
       "0     786542  MULTIPOLYGON Z (((-123.35743 39.87742 0.00000,...\n",
       "1   18901703  MULTIPOLYGON Z (((-123.37336 39.90501 0.00000,...\n",
       "2    1750832  MULTIPOLYGON Z (((-123.36237 39.94458 0.00000,...\n",
       "3    3437280  MULTIPOLYGON Z (((-123.41643 39.97572 0.00000,...\n",
       "4    3557836  MULTIPOLYGON Z (((-123.37342 39.90352 0.00000,...\n",
       "5    3799053  MULTIPOLYGON Z (((-123.40057 40.00379 0.00000,...\n",
       "6    5727965  MULTIPOLYGON Z (((-123.36445 39.94918 0.00000,...\n",
       "7    6210693  MULTIPOLYGON Z (((-123.31789 39.89756 0.00000,...\n",
       "8    6935658  MULTIPOLYGON Z (((-123.32342 39.90648 0.00000,...\n",
       "9   18285416  MULTIPOLYGON Z (((-123.37748 39.95831 0.00000,...\n",
       "10  18285417  MULTIPOLYGON Z (((-123.37320 39.95010 0.00000,...\n",
       "11  18285418  MULTIPOLYGON Z (((-123.35557 39.95515 0.00000,...\n",
       "12  18285530  MULTIPOLYGON Z (((-123.38124 39.96634 0.00000,...\n",
       "13  18901747  MULTIPOLYGON Z (((-123.34476 39.95747 0.00000,...\n",
       "14  18901849  MULTIPOLYGON Z (((-123.36443 39.95322 0.00000,...\n",
       "15   3799052  MULTIPOLYGON Z (((-123.40419 40.01688 0.00000,...\n",
       "16   4281310  MULTIPOLYGON Z (((-123.40789 40.01571 0.00000,...\n",
       "17   4401244  MULTIPOLYGON Z (((-123.41983 40.01291 0.00000,...\n",
       "18   6210692  MULTIPOLYGON Z (((-123.40040 40.01811 0.00000,...\n",
       "19  18285415  MULTIPOLYGON Z (((-123.37265 39.96130 0.00000,...\n",
       "20  18285528  MULTIPOLYGON Z (((-123.38835 39.96803 0.00000,...\n",
       "21  18285529  MULTIPOLYGON Z (((-123.38811 39.96307 0.00000,..."
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# water bodies and streams\n",
    "from utils.database.ingest.waterbodies_ingest_table import WaterbodiesIngestTable\n",
    "\n",
    "waterbodies_table = WaterbodiesIngestTable()\n",
    "waterbodies_table.find_data_in_huc(\"180101050109\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>objectid</th>\n",
       "      <th>geom</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1090257</td>\n",
       "      <td>MULTILINESTRING Z ((-123.40057 40.00379 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1965786</td>\n",
       "      <td>MULTILINESTRING Z ((-123.39057 40.00742 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6361663</td>\n",
       "      <td>MULTILINESTRING Z ((-123.38936 40.00954 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7593003</td>\n",
       "      <td>MULTILINESTRING Z ((-123.38401 40.01743 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8998627</td>\n",
       "      <td>MULTILINESTRING Z ((-123.40419 40.01688 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>35660283</td>\n",
       "      <td>MULTILINESTRING Z ((-123.41451 39.94695 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>35661903</td>\n",
       "      <td>MULTILINESTRING Z ((-123.42059 39.94734 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>35669485</td>\n",
       "      <td>MULTILINESTRING Z ((-123.39044 39.93681 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>35678593</td>\n",
       "      <td>MULTILINESTRING Z ((-123.42571 39.94742 0.0000...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>35680380</td>\n",
       "      <td>MULTILINESTRING Z ((-123.39847 39.94090 0.0000...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>138 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     objectid                                               geom\n",
       "0     1090257  MULTILINESTRING Z ((-123.40057 40.00379 0.0000...\n",
       "1     1965786  MULTILINESTRING Z ((-123.39057 40.00742 0.0000...\n",
       "2     6361663  MULTILINESTRING Z ((-123.38936 40.00954 0.0000...\n",
       "3     7593003  MULTILINESTRING Z ((-123.38401 40.01743 0.0000...\n",
       "4     8998627  MULTILINESTRING Z ((-123.40419 40.01688 0.0000...\n",
       "..        ...                                                ...\n",
       "133  35660283  MULTILINESTRING Z ((-123.41451 39.94695 0.0000...\n",
       "134  35661903  MULTILINESTRING Z ((-123.42059 39.94734 0.0000...\n",
       "135  35669485  MULTILINESTRING Z ((-123.39044 39.93681 0.0000...\n",
       "136  35678593  MULTILINESTRING Z ((-123.42571 39.94742 0.0000...\n",
       "137  35680380  MULTILINESTRING Z ((-123.39847 39.94090 0.0000...\n",
       "\n",
       "[138 rows x 2 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from utils.database.ingest.streams_ingest_table import StreamsIngestTable\n",
    "\n",
    "streams_table = StreamsIngestTable()\n",
    "streams_table.find_data_in_huc(\"180101050109\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# hucs\n",
    "from common.database import PostgresDatabase, PostgresUser, get_db_connector\n",
    "from utils import huc_helpers\n",
    "conn = get_db_connector(PostgresUser.DEVELOPER, PostgresDatabase.NATIONAL)\n",
    "huc_factory = huc_helpers.PostgresHUCFactory(conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "huc_factory.get_huc('180101050109')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>area</th>\n",
       "      <th>step_name</th>\n",
       "      <th>run_id</th>\n",
       "      <th>filename</th>\n",
       "      <th>inserted_at</th>\n",
       "      <th>dq_result</th>\n",
       "      <th>location</th>\n",
       "      <th>metadata</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>180101050109</td>\n",
       "      <td>allometric_data</td>\n",
       "      <td>2023-06-13T13:44</td>\n",
       "      <td>forest_type.tif</td>\n",
       "      <td>2023-06-20 23:31:28.150062</td>\n",
       "      <td>pass</td>\n",
       "      <td>{'s3_bucket': 'vp-airflow-input', 's3_file_pat...</td>\n",
       "      <td>{'user': 'dev', 'git_hash': 'd2dd02d472b588712...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           area        step_name            run_id         filename  \\\n",
       "0  180101050109  allometric_data  2023-06-13T13:44  forest_type.tif   \n",
       "\n",
       "                 inserted_at dq_result  \\\n",
       "0 2023-06-20 23:31:28.150062      pass   \n",
       "\n",
       "                                            location  \\\n",
       "0  {'s3_bucket': 'vp-airflow-input', 's3_file_pat...   \n",
       "\n",
       "                                            metadata  \n",
       "0  {'user': 'dev', 'git_hash': 'd2dd02d472b588712...  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from common.env_type import EnvType\n",
    "from common.filename import Filename\n",
    "from common.landscape import Landscape\n",
    "from utils.file_audit_helpers import get_file_upload_status\n",
    "\n",
    "get_file_upload_status([Filename.ALLOMETRIC_DATA_FOREST_TYPE], ['180101050109'], EnvType.PROD)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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