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Add json_2_line utility script
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59
tools/influxdb_json_2_line.py
Executable file
59
tools/influxdb_json_2_line.py
Executable file
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#!/usr/bin/env python3
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# Emanuele Faranda
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#
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# Example on how to convert a json retuned by an InfluxDB http query into the line protocol.
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# The line protocol can then be used to load the json back into influxdb, e.g.
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# curl -XPOST --data-binary @converted_influx.line -i "http://localhost:8086/write?db=ntopng"
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#
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# This is an effective way to move data from an InfluxDB instance to another
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#
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import sys
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import json
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from dateutil import parser, tz
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import datetime
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import time
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def json2Line(j, tags):
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# strip preliminary info
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if "results" in j:
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j = j["results"][0]
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if "series" in j:
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j = j["series"]
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for serie in j:
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name = serie["name"]
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cols = serie["columns"]
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vals = serie["values"]
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tag_idx = [idx for idx,col in enumerate(cols) if col in tags]
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tag_cols = [col for col in cols if col in tags]
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metrics_cols = [col for col in cols if not col in tags]
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for v in vals:
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tags_vals = [val for idx,val in enumerate(v) if idx in tag_idx]
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metric_vals = [val for idx,val in enumerate(v) if not idx in tag_idx]
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tags = dict(zip(tag_cols, tags_vals))
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metrics = dict(zip(metrics_cols, metric_vals))
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time_str = tags.pop("time")
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tz_offset = -time.timezone
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time_val = int(time.mktime(parser.parse(time_str).timetuple())) + tz_offset
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timestamp = "%d000000000" % time_val
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# "iface:traffic,ifid=0 bytes=0 1539358699000000000\n"
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print("%s %s %s" % (
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",".join([name,] + ["%s=%s" % (k,v) for k,v in tags.items()]),
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",".join(["%s=%s" % (k,v) for k,v in metrics.items()]),
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timestamp))
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if __name__ == "__main__":
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if len(sys.argv) != 2:
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print("Usage: influxdb_json_2_line.py file.json > file.line")
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exit(1)
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# TODO as parameter
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tags = {"time", "device", "if_index", "ifid"}
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with open(sys.argv[1], "r") as f:
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json2Line(json.load(f), tags)
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