tfreader 
Simple native CLI tool to read TensorFlow TFRecords.
Install
MacOs
brew tap spotify/public
brew install tfreaderLinux
Right now we only have binaries available under releases
Usage
Usage: tfr [options] <files? | STDIN>
TensorFlow TFRecord reader CLI tool
Options:
-c, --check-crc32 Enable checks CRC32 on each record
-f, --flat Output examples as flat JSON objects
-n, --number <arg> Number of records to output
-r, --record <arg> Record type to be read { example | prediction_log }
-h, --help Show help message
trailing arguments:
files (not required) files? | STDINExamples
Google Cloud Storage
tfr -n 1 gs://<bucket>/<path>/part-00000-of-00004.tfrecords | jq .Local Filesystem
tfr -n 1 core/src/test/resources/part-00000-of-00004.tfrecords | jq .stdin
cat core/src/test/resources/part-00000-of-00004.tfrecords | tfr -n 1 | jq .Output
Flat
{
"tips": [0],
"trip_seconds": [60],
"payment_type": ["Cash"],
"trip_miles": [0],
"dropoff_longitude": [-87.63785],
"dropoff_latitude": [41.893215],
"pickup_longitude": [-87.63187],
"pickup_latitude": [41.89204],
"trip_start_timestamp": [1402934400],
"trip_start_day": [2],
"trip_start_hour": [16],
"trip_start_month": [6],
"fare": [3.25],
"dropoff_census_tract": ["17031081800"],
"dropoff_community_area": ["8"],
"pickup_community_area": ["8"],
"trip_id": ["8106c1f6-e6f3-426f-9aaf-b4e9703b4f10"]
}Default
{
"features": {
"feature": {
"tips": {
"floatList": {
"value": [0]
}
},
"trip_seconds": {
"int64List": {
"value": [60]
}
},
"payment_type": {
"bytesList": {
"value": ["Cash"]
}
},
"trip_miles": {
"floatList": {
"value": [0]
}
},
"dropoff_longitude": {
"floatList": {
"value": [-87.63785]
}
},
"dropoff_latitude": {
"floatList": {
"value": [41.893215]
}
},
"pickup_longitude": {
"floatList": {
"value": [-87.63187]
}
},
"pickup_latitude": {
"floatList": {
"value": [41.89204]
}
},
"trip_start_timestamp": {
"int64List": {
"value": [1402934400]
}
},
"trip_start_day": {
"int64List": {
"value": [2]
}
},
"trip_start_hour": {
"int64List": {
"value": [16]
}
},
"trip_start_month": {
"int64List": {
"value": [6]
}
},
"fare": {
"floatList": {
"value": [3.25]
}
},
"dropoff_census_tract": {
"bytesList": {
"value": ["17031081800"]
}
},
"dropoff_community_area": {
"bytesList": {
"value": ["8"]
}
},
"pickup_community_area": {
"bytesList": {
"value": ["8"]
}
},
"trip_id": {
"bytesList": {
"value": ["8106c1f6-e6f3-426f-9aaf-b4e9703b4f10"]
}
}
}
}
}