mount_s3_bucket_to_databricks.ipynb

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   "source": [
    "# Import pyspark functions\n",
    "from pyspark.sql.functions import *\n",
    "# Import url processing\n",
    "import urllib"
   ]
  },
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   "source": [
    "# Define the path to the Delta table\n",
    "delta_table_path =  \"dbfs:/user/hive/warehouse/authentication_credentials\"\n",
    "# Reading the Delta table to a Spark DataFrame\n",
    "aws_keys_df =  spark.read.format(\"delta\").load(delta_table_path)\n"
   ]
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       "<style scoped>\n",
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       "    display: block;\n",
       "    unicode-bidi: embed;\n",
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       "    word-wrap: break-word;\n",
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    "# Get the AWS access key and secret key from the spark dataframe\n",
    "ACCESS_KEY = aws_keys_df.select('Access key ID').collect()[0]['Access key ID']\n",
    "SECRET_KEY = aws_keys_df.select('Secret access key').collect()[0]['Secret access key']\n",
    "# Encode the secrete key\n",
    "ENCODED_SECRET_KEY = urllib.parse.quote(string=SECRET_KEY, safe=\"\")"
   ]
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   "source": [
    "# AWS S3 bucket name\n",
    "AWS_S3_BUCKET = \"user-0affe012670f-bucket\"\n",
    "# Mount name for the bucket\n",
    "MOUNT_NAME = \"/mnt/user-0affe012670f-mount\"\n",
    "# Source url\n",
    "SOURCE_URL = \"s3n://{0}:{1}@{2}\".format(ACCESS_KEY, ENCODED_SECRET_KEY, AWS_S3_BUCKET)\n",
    "# Mount the drive\n",
    "dbutils.fs.mount(SOURCE_URL, MOUNT_NAME)"
   ]
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n</td><td>133</td><td>1721901922000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000050.json</td><td>0affe012670f.geo+0+0000000050.json</td><td>134</td><td>1721901925000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000051.json</td><td>0affe012670f.geo+0+0000000051.json</td><td>153</td><td>1721901930000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000052.json</td><td>0affe012670f.geo+0+0000000052.json</td><td>132</td><td>1721901937000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000053.json</td><td>0affe012670f.geo+0+0000000053.json</td><td>131</td><td>1721901939000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000054.json</td><td>0affe012670f.geo+0+0000000054.json</td><td>132</td><td>1721901941000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000055.json</td><td>0affe012670f.geo+0+0000000055.json</td><td>133</td><td>1721901942000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000056.json</td><td>0affe012670f.geo+0+0000000056.json</td><td>137</td><td>1721901945000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000057.json</td><td>0affe012670f.geo+0+0000000057.json</td><td>132</td><td>1721901946000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000058.json</td><td>0affe012670f.geo+0+0000000058.json</td><td>133</td><td>1721901949000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000059.json</td><td>0affe012670f.geo+0+0000000059.json</td><td>133</td><td>1721901953000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000060.json</td><td>0affe012670f.geo+0+0000000060.json</td><td>133</td><td>1721901956000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000061.json</td><td>0affe012670f.geo+0+0000000061.json</td><td>131</td><td>1721901958000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000062.json</td><td>0affe012670f.geo+0+0000000062.json</td><td>132</td><td>1721901961000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000063.json</td><td>0affe012670f.geo+0+0000000063.json</td><td>136</td><td>1721901963000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000064.json</td><td>0affe012670f.geo+0+0000000064.json</td><td>132</td><td>1721901971000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000065.json</td><td>0affe012670f.geo+0+0000000065.json</td><td>132</td><td>1721901973000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000066.json</td><td>0affe012670f.geo+0+0000000066.json</td><td>131</td><td>1721901974000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000067.json</td><td>0affe012670f.geo+0+0000000067.json</td><td>170</td><td>1721901976000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000068.json</td><td>0affe012670f.geo+0+0000000068.json</td><td>130</td><td>1721901978000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000069.json</td><td>0affe012670f.geo+0+0000000069.json</td><td>133</td><td>1721901982000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000070.json</td><td>0affe012670f.geo+0+0000000070.json</td><td>136</td><td>1721901986000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000071.json</td><td>0affe012670f.geo+0+0000000071.json</td><td>128</td><td>1721901990000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000072.json</td><td>0affe012670f.geo+0+0000000072.json</td><td>141</td><td>1721901996000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000073.json</td><td>0affe012670f.geo+0+0000000073.json</td><td>133</td><td>1721901999000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000074.json</td><td>0affe012670f.geo+0+0000000074.json</td><td>131</td><td>172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d>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000301.json</td><td>0affe012670f.geo+0+0000000301.json</td><td>136</td><td>1721902792000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000302.json</td><td>0affe012670f.geo+0+0000000302.json</td><td>133</td><td>1721902794000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000303.json</td><td>0affe012670f.geo+0+0000000303.json</td><td>129</td><td>1721902797000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000304.json</td><td>0affe012670f.geo+0+0000000304.json</td><td>143</td><td>1721902800000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000305.json</td><td>0affe012670f.geo+0+0000000305.json</td><td>132</td><td>1721902812000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000306.json</td><td>0affe012670f.geo+0+0000000306.json</td><td>133</td><td>1721902814000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000307.json</td><td>0affe012670f.geo+0+0000000307.json</td><td>132</td><td>1721902819000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000308.json</td><td>0affe012670f.geo+0+0000000308.json</td><td>131</td><td>1721902822000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000309.json</td><td>0affe012670f.geo+0+0000000309.json</td><td>144</td><td>1721902828000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000310.json</td><td>0affe012670f.geo+0+0000000310.json</td><td>133</td><td>1721902833000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000311.json</td><td>0affe012670f.geo+0+0000000311.json</td><td>136</td><td>1721902836000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000312.json</td><td>0affe012670f.geo+0+0000000312.json</td><td>134</td><td>1721902843000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000313.json</td><td>0affe012670f.geo+0+0000000313.json</td><td>135</td><td>1721902845000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000314.json</td><td>0affe012670f.geo+0+0000000314.json</td><td>130</td><td>1721902848000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000315.json</td><td>0affe012670f.geo+0+0000000315.json</td><td>137</td><td>1721902853000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000316.json</td><td>0affe012670f.geo+0+0000000316.json</td><td>139</td><td>1721902861000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000317.json</td><td>0affe012670f.geo+0+0000000317.json</td><td>149</td><td>1721902862000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000318.json</td><td>0affe012670f.geo+0+0000000318.json</td><td>133</td><td>1721902867000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000319.json</td><td>0affe012670f.geo+0+0000000319.json</td><td>133</td><td>1721902871000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000320.json</td><td>0affe012670f.geo+0+0000000320.json</td><td>131</td><td>1721902877000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000321.json</td><td>0affe012670f.geo+0+0000000321.json</td><td>136</td><td>1721902879000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000322.json</td><td>0affe012670f.geo+0+0000000322.json</td><td>130</td><td>1721902882000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000323.json</td><td>0affe012670f.geo+0+0000000323.json</td><td>131</td><td>1721902883000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000324.json</td><td>0affe012670f.geo+0+0000000324.json</td><td>131</td><td>1721902886000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000325.json</td><td>0affe012670f.geo+0+0000000325.json</td><td>131</td><td>1721902889000</td></tr><tr><td>dbfs:/mnt/user-0affe012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/td><td>137</td><td>1721903344000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000452.json</td><td>0affe012670f.geo+0+0000000452.json</td><td>133</td><td>1721903350000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000453.json</td><td>0affe012670f.geo+0+0000000453.json</td><td>137</td><td>1721903354000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000454.json</td><td>0affe012670f.geo+0+0000000454.json</td><td>130</td><td>1721903357000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000455.json</td><td>0affe012670f.geo+0+0000000455.json</td><td>132</td><td>1721903359000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000456.json</td><td>0affe012670f.geo+0+0000000456.json</td><td>134</td><td>1721903364000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000457.json</td><td>0affe012670f.geo+0+0000000457.json</td><td>133</td><td>1721903366000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000458.json</td><td>0affe012670f.geo+0+0000000458.json</td><td>131</td><td>1721903367000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000459.json</td><td>0affe012670f.geo+0+0000000459.json</td><td>130</td><td>1721903371000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000460.json</td><td>0affe012670f.geo+0+0000000460.json</td><td>159</td><td>1721903374000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000461.json</td><td>0affe012670f.geo+0+0000000461.json</td><td>132</td><td>1721903378000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000462.json</td><td>0affe012670f.geo+0+0000000462.json</td><td>133</td><td>1721903380000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000463.json</td><td>0affe012670f.geo+0+0000000463.json</td><td>133</td><td>1721903382000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000464.json</td><td>0affe012670f.geo+0+0000000464.json</td><td>132</td><td>1721903385000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000465.json</td><td>0affe012670f.geo+0+0000000465.json</td><td>130</td><td>1721903387000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000466.json</td><td>0affe012670f.geo+0+0000000466.json</td><td>136</td><td>1721903391000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000467.json</td><td>0affe012670f.geo+0+0000000467.json</td><td>138</td><td>1721903397000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000468.json</td><td>0affe012670f.geo+0+0000000468.json</td><td>132</td><td>1721903399000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000469.json</td><td>0affe012670f.geo+0+0000000469.json</td><td>132</td><td>1721903401000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000470.json</td><td>0affe012670f.geo+0+0000000470.json</td><td>135</td><td>1721903404000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000471.json</td><td>0affe012670f.geo+0+0000000471.json</td><td>132</td><td>1721903410000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000472.json</td><td>0affe012670f.geo+0+0000000472.json</td><td>137</td><td>1721903414000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000473.json</td><td>0affe012670f.geo+0+0000000473.json</td><td>133</td><td>1721903418000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000474.json</td><td>0affe012670f.geo+0+0000000474.json</td><td>134</td><td>1721903422000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000475.json</td><td>0affe012670f.geo+0+0000000475.json</td><td>151</td><td>1721903424000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000476.json</td><td>0affe012670f.geo+0+0000000476.json</td><td>176</td><td>17219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>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000502.json</td><td>0affe012670f.geo+0+0000000502.json</td><td>131</td><td>1721903517000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000503.json</td><td>0affe012670f.geo+0+0000000503.json</td><td>132</td><td>1721903524000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000504.json</td><td>0affe012670f.geo+0+0000000504.json</td><td>157</td><td>1721903527000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000505.json</td><td>0affe012670f.geo+0+0000000505.json</td><td>148</td><td>1721903534000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000506.json</td><td>0affe012670f.geo+0+0000000506.json</td><td>135</td><td>1721903538000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000507.json</td><td>0affe012670f.geo+0+0000000507.json</td><td>131</td><td>1721903540000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000508.json</td><td>0affe012670f.geo+0+0000000508.json</td><td>142</td><td>1721903543000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000509.json</td><td>0affe012670f.geo+0+0000000509.json</td><td>137</td><td>1721903547000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000510.json</td><td>0affe012670f.geo+0+0000000510.json</td><td>143</td><td>1721903549000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000511.json</td><td>0affe012670f.geo+0+0000000511.json</td><td>133</td><td>1721903553000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000512.json</td><td>0affe012670f.geo+0+0000000512.json</td><td>142</td><td>1721903554000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000513.json</td><td>0affe012670f.geo+0+0000000513.json</td><td>130</td><td>1721903556000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000514.json</td><td>0affe012670f.geo+0+0000000514.json</td><td>129</td><td>1721903560000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000515.json</td><td>0affe012670f.geo+0+0000000515.json</td><td>134</td><td>1721903562000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000516.json</td><td>0affe012670f.geo+0+0000000516.json</td><td>133</td><td>1721903564000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000517.json</td><td>0affe012670f.geo+0+0000000517.json</td><td>133</td><td>1721903568000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000518.json</td><td>0affe012670f.geo+0+0000000518.json</td><td>135</td><td>1721903571000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000519.json</td><td>0affe012670f.geo+0+0000000519.json</td><td>132</td><td>1721903575000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000520.json</td><td>0affe012670f.geo+0+0000000520.json</td><td>131</td><td>1721903578000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000521.json</td><td>0affe012670f.geo+0+0000000521.json</td><td>133</td><td>1721903580000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000522.json</td><td>0affe012670f.geo+0+0000000522.json</td><td>131</td><td>1721903583000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000523.json</td><td>0affe012670f.geo+0+0000000523.json</td><td>130</td><td>1721903585000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000524.json</td><td>0affe012670f.geo+0+0000000524.json</td><td>133</td><td>1721903587000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000525.json</td><td>0affe012670f.geo+0+0000000525.json</td><td>127</td><td>1721903589000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000526.json</td><td>0affe012670f.geo+0+0000000526.json</td><td>133</td><td>1721903594000</td></tr><tr><td>dbfs:/mnt/user-0affe0126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dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000703.json</td><td>0affe012670f.geo+0+0000000703.json</td><td>130</td><td>1721904250000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000704.json</td><td>0affe012670f.geo+0+0000000704.json</td><td>131</td><td>1721904253000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000705.json</td><td>0affe012670f.geo+0+0000000705.json</td><td>131</td><td>1721904259000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000706.json</td><td>0affe012670f.geo+0+0000000706.json</td><td>135</td><td>1721904264000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000707.json</td><td>0affe012670f.geo+0+0000000707.json</td><td>134</td><td>1721904265000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000708.json</td><td>0affe012670f.geo+0+0000000708.json</td><td>134</td><td>1721904269000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000709.json</td><td>0affe012670f.geo+0+0000000709.json</td><td>137</td><td>1721904271000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000710.json</td><td>0affe012670f.geo+0+0000000710.json</td><td>133</td><td>1721904275000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000711.json</td><td>0affe012670f.geo+0+0000000711.json</td><td>148</td><td>1721904278000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000712.json</td><td>0affe012670f.geo+0+0000000712.json</td><td>134</td><td>1721904281000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000713.json</td><td>0affe012670f.geo+0+0000000713.json</td><td>133</td><td>1721904286000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000714.json</td><td>0affe012670f.geo+0+0000000714.json</td><td>131</td><td>1721904287000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000715.json</td><td>0affe012670f.geo+0+0000000715.json</td><td>131</td><td>1721904290000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000716.json</td><td>0affe012670f.geo+0+0000000716.json</td><td>130</td><td>1721904293000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000717.json</td><td>0affe012670f.geo+0+0000000717.json</td><td>136</td><td>1721904298000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000718.json</td><td>0affe012670f.geo+0+0000000718.json</td><td>144</td><td>1721904299000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000719.json</td><td>0affe012670f.geo+0+0000000719.json</td><td>132</td><td>1721904305000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000720.json</td><td>0affe012670f.geo+0+0000000720.json</td><td>136</td><td>1721904306000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000721.json</td><td>0affe012670f.geo+0+0000000721.json</td><td>137</td><td>1721904310000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000722.json</td><td>0affe012670f.geo+0+0000000722.json</td><td>133</td><td>1721904313000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000723.json</td><td>0affe012670f.geo+0+0000000723.json</td><td>140</td><td>1721904314000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000724.json</td><td>0affe012670f.geo+0+0000000724.json</td><td>133</td><td>1721904317000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000725.json</td><td>0affe012670f.geo+0+0000000725.json</td><td>133</td><td>1721904320000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000726.json</td><td>0affe012670f.geo+0+0000000726.json</td><td>145</td><td>1721904322000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000727.json</td><td>0affe012670f.geo+0+0000000727.json</td><td>134</td><td>1721904324000</td></tr><tr><td>dbfs:/mnt/user-0affe01267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d><td>133</td><td>1721904792000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000854.json</td><td>0affe012670f.geo+0+0000000854.json</td><td>152</td><td>1721904799000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000855.json</td><td>0affe012670f.geo+0+0000000855.json</td><td>141</td><td>1721904802000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000856.json</td><td>0affe012670f.geo+0+0000000856.json</td><td>134</td><td>1721904804000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000857.json</td><td>0affe012670f.geo+0+0000000857.json</td><td>137</td><td>1721904817000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000858.json</td><td>0affe012670f.geo+0+0000000858.json</td><td>135</td><td>1721904820000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000859.json</td><td>0affe012670f.geo+0+0000000859.json</td><td>131</td><td>1721904822000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000860.json</td><td>0affe012670f.geo+0+0000000860.json</td><td>135</td><td>1721904825000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000861.json</td><td>0affe012670f.geo+0+0000000861.json</td><td>153</td><td>1721904829000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000862.json</td><td>0affe012670f.geo+0+0000000862.json</td><td>133</td><td>1721904835000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000863.json</td><td>0affe012670f.geo+0+0000000863.json</td><td>138</td><td>1721904838000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000864.json</td><td>0affe012670f.geo+0+0000000864.json</td><td>134</td><td>1721904840000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000865.json</td><td>0affe012670f.geo+0+0000000865.json</td><td>133</td><td>1721904843000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000866.json</td><td>0affe012670f.geo+0+0000000866.json</td><td>135</td><td>1721904846000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000867.json</td><td>0affe012670f.geo+0+0000000867.json</td><td>147</td><td>1721904849000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000868.json</td><td>0affe012670f.geo+0+0000000868.json</td><td>135</td><td>1721904852000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000869.json</td><td>0affe012670f.geo+0+0000000869.json</td><td>139</td><td>1721904856000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000870.json</td><td>0affe012670f.geo+0+0000000870.json</td><td>150</td><td>1721904859000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000871.json</td><td>0affe012670f.geo+0+0000000871.json</td><td>145</td><td>1721904861000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000872.json</td><td>0affe012670f.geo+0+0000000872.json</td><td>134</td><td>1721904863000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000873.json</td><td>0affe012670f.geo+0+0000000873.json</td><td>134</td><td>1721904869000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000874.json</td><td>0affe012670f.geo+0+0000000874.json</td><td>145</td><td>1721904870000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000875.json</td><td>0affe012670f.geo+0+0000000875.json</td><td>136</td><td>1721904872000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000876.json</td><td>0affe012670f.geo+0+0000000876.json</td><td>132</td><td>1721904875000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000877.json</td><td>0affe012670f.geo+0+0000000877.json</td><td>133</td><td>1721904879000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000878.json</td><td>0affe012670f.geo+0+0000000878.json</td><td>147</td><td>1721904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bfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000904.json</td><td>0affe012670f.geo+0+0000000904.json</td><td>130</td><td>1721904995000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000905.json</td><td>0affe012670f.geo+0+0000000905.json</td><td>134</td><td>1721904996000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000906.json</td><td>0affe012670f.geo+0+0000000906.json</td><td>130</td><td>1721904998000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000907.json</td><td>0affe012670f.geo+0+0000000907.json</td><td>134</td><td>1721905001000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000908.json</td><td>0affe012670f.geo+0+0000000908.json</td><td>132</td><td>1721905006000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000909.json</td><td>0affe012670f.geo+0+0000000909.json</td><td>136</td><td>1721905008000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000910.json</td><td>0affe012670f.geo+0+0000000910.json</td><td>131</td><td>1721905010000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000911.json</td><td>0affe012670f.geo+0+0000000911.json</td><td>137</td><td>1721905012000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000912.json</td><td>0affe012670f.geo+0+0000000912.json</td><td>140</td><td>1721905014000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000913.json</td><td>0affe012670f.geo+0+0000000913.json</td><td>132</td><td>1721905017000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000914.json</td><td>0affe012670f.geo+0+0000000914.json</td><td>133</td><td>1721905022000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000915.json</td><td>0affe012670f.geo+0+0000000915.json</td><td>132</td><td>1721905027000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000916.json</td><td>0affe012670f.geo+0+0000000916.json</td><td>132</td><td>1721905029000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000917.json</td><td>0affe012670f.geo+0+0000000917.json</td><td>133</td><td>1721905030000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000918.json</td><td>0affe012670f.geo+0+0000000918.json</td><td>142</td><td>1721905033000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000919.json</td><td>0affe012670f.geo+0+0000000919.json</td><td>133</td><td>1721905043000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000920.json</td><td>0affe012670f.geo+0+0000000920.json</td><td>131</td><td>1721905048000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000921.json</td><td>0affe012670f.geo+0+0000000921.json</td><td>133</td><td>1721905054000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000922.json</td><td>0affe012670f.geo+0+0000000922.json</td><td>133</td><td>1721905058000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000923.json</td><td>0affe012670f.geo+0+0000000923.json</td><td>132</td><td>1721905060000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000924.json</td><td>0affe012670f.geo+0+0000000924.json</td><td>132</td><td>1721905063000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000925.json</td><td>0affe012670f.geo+0+0000000925.json</td><td>133</td><td>1721905077000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000926.json</td><td>0affe012670f.geo+0+0000000926.json</td><td>132</td><td>1721905080000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000927.json</td><td>0affe012670f.geo+0+0000000927.json</td><td>133</td><td>1721905084000</td></tr><tr><td>dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000000928.json</td><td>0affe012670f.geo+0+0000000928.json</td><td>130</td><td>1721905087000</td></tr><tr><td>dbfs:/mnt/user-0affe012670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        [
         "dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000001109.json",
         "0affe012670f.geo+0+0000001109.json",
         132,
         1721920835000
        ],
        [
         "dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000001110.json",
         "0affe012670f.geo+0+0000001110.json",
         131,
         1721920841000
        ],
        [
         "dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000001111.json",
         "0affe012670f.geo+0+0000001111.json",
         132,
         1721920844000
        ],
        [
         "dbfs:/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/0affe012670f.geo+0+0000001112.json",
         "0affe012670f.geo+0+0000001112.json",
         131,
         1721920848000
        ]
       ],
       "datasetInfos": [],
       "dbfsResultPath": null,
       "isJsonSchema": true,
       "metadata": {},
       "overflow": false,
       "plotOptions": {
        "customPlotOptions": {},
        "displayType": "table",
        "pivotAggregation": null,
        "pivotColumns": null,
        "xColumns": null,
        "yColumns": null
       },
       "removedWidgets": [],
       "schema": [
        {
         "metadata": "{}",
         "name": "path",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "name",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "size",
         "type": "\"long\""
        },
        {
         "metadata": "{}",
         "name": "modificationTime",
         "type": "\"long\""
        }
       ],
       "type": "table"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(dbutils.fs.ls(\"/mnt/user-0affe012670f-mount/topics/0affe012670f.geo/partition=0/\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "application/vnd.databricks.v1+cell": {
     "cellMetadata": {
      "byteLimit": 2048000,
      "implicitDf": true,
      "rowLimit": 10000
     },
     "inputWidgets": {},
     "nuid": "3b0496fc-a67c-449f-a576-73f05665d283",
     "showTitle": false,
     "title": ""
    }
   },
   "outputs": [],
   "source": [
    "%sql\n",
    "SET spark.databricks.delta.formatCheck.enabled=false"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "application/vnd.databricks.v1+cell": {
     "cellMetadata": {
      "byteLimit": 2048000,
      "rowLimit": 10000
     },
     "inputWidgets": {},
     "nuid": "5959ef82-9427-4ce1-b6ae-3b90d7352d6f",
     "showTitle": false,
     "title": ""
    }
   },
   "outputs": [],
   "source": [
    "# File location and type\n",
    "# indicates reading all the content of the file from the path that have .json extension but construct the path instead.\n",
    "file_location = \"/mnt/user-0affe012670f-mount/topics\" \n",
    "file_type = \"json\"\n",
    "\n",
    "# Construct paths to the JSON objects\n",
    "user_id = \"0affe012670f\"\n",
    "pin_data_path = f\"{file_location}/{user_id}.pin/partition=0/\"\n",
    "geo_data_path = f\"{file_location}/{user_id}.geo/partition=0/\"\n",
    "user_data_path = f\"{file_location}/{user_id}.user/partition=0/\"\n",
    "# Ask Spark to infer the schema\n",
    "infer_schema = \"true\"\n",
    "# Read in JSONs from mounted S3 bucket\n",
    "#df_pin = spark.read.json(pin_data_path, multiLine=true)\n",
    "df_pin = spark.read.json(pin_data_path, multiLine=True, mode=\"PERMISSIVE\")\n",
    "df_geo = spark.read.json(geo_data_path, multiLine=True, mode=\"PERMISSIVE\")\n",
    "df_user = spark.read.json(user_data_path, multiLine=True, mode=\"PERMISSIVE\")\n",
    "\n",
    "\n",
    "display(df_pin)\n",
    "display(df_geo)\n",
    "display(df_user)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "application/vnd.databricks.v1+cell": {
     "cellMetadata": {},
     "inputWidgets": {},
     "nuid": "af76cf9e-260a-4919-9195-c446df1cd366",
     "showTitle": false,
     "title": ""
    }
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "application/vnd.databricks.v1+notebook": {
   "dashboards": [],
   "environmentMetadata": null,
   "language": "python",
   "notebookMetadata": {
    "mostRecentlyExecutedCommandWithImplicitDF": {
     "commandId": 3313528721647277,
     "dataframes": [
      "_sqldf"
     ]
    },
    "pythonIndentUnit": 4
   },
   "notebookName": "mount_s3_bucket_to_databricks",
   "widgets": {}
  },
  "language_info": {
   "name": "python"
  }
 },
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}