If Mongo $lookup is a left outer join, then how come it excludes non-matching documents?

This behavior isn’t related to $lookup, it’s because the default behavior for $unwind is to omit documents where the referenced field is missing or an empty array. To preserve the unwound documents even when profile.universities is an empty array, you can set its preserveNullAndEmptyArrays option to true: db.users.aggregate([ { $unwind: “$profile”, $unwind: { path: “$profile.universities”, … Read more

$project in $lookup mongodb

You can use $lookup 3.6 syntax to $project the fields inside the $lookup pipeline User.aggregate([ { “$lookup”: { “from”: “schedules”, “let”: { “id”: “$_id.phone” }, “pipeline”: [ { “$match”: { “$expr”: { “$eq”: [“$customer.phone”, “$$id”] }}}, { “$project”: { “scheduleStart”: 1, “scheduleEnd”: 1 }} ], “as”: “user_detail” }} ])

Tensorflow Dictionary lookup with String tensor

If you want to run this with new TF 2.x code with eager execution enabled by default. Below is the quick code snippet. import tensorflow as tf # build a lookup table table = tf.lookup.StaticHashTable( initializer=tf.lookup.KeyValueTensorInitializer( keys=tf.constant([0, 1, 2, 3]), values=tf.constant([10, 11, 12, 13]), ), default_value=tf.constant(-1), name=”class_weight” ) # now let us do a lookup … Read more

What is the fastest way to do Array Table Lookup with an Integer Index?

It looks like what you’re doing here is effectively a “gather”. Modern CPUs have dedicated instructions for this, in particular VPGATHER** . This is exposed in .NET Core 3, and should work something like below, which is the single loop scenario (you can probably work from here to get the double-loop version); results first: AVX … Read more

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