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Andrew Clancy
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Published
By
Andrew Clancy
Edited
Dec 15, 2020
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md
`# Apache Arrow Timestamp Investigation`
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arrow
=
require
(
'apache-arrow'
)
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md
`### loading a feather file with a datetime64[ns] col, written with pandas/pyarrow 2`
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df
=
fetchArrow
(
url
)
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tsSeries
=
df
.
getColumn
(
'event_timestamp'
)
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md
`### No timestamps here ...`
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tsSeries
.
get
(
50
)
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tsSeries
.
toArray
(
)
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{
const
timestamps
=
[
]
;
for
(
const
ts
of
tsSeries
)
{
timestamps
.
push
(
ts
)
;
}
return
timestamps
;
}
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// Fetch and instantiate an Arrow-formatted dataset
async
function
fetchArrow
(
dataUrl
)
{
// return arrow.Table.from(fetch(dataUrl));
const
buf
=
await
fetch
(
dataUrl
)
.
then
(
response
=>
response
.
arrayBuffer
(
)
)
;
return
arrow
.
Table
.
from
(
new
Uint8Array
(
buf
)
)
;
}
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md
`### And an Arquero test for good measure`
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import
{
aq
,
op
}
from
'@uwdata/arquero'
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aq
.
fromArrow
(
df
)
.
view
(
)
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df
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