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- .gitattributes +1 -0
- block_manifest.json +308 -0
- feature_map.json +166 -0
- feature_processor.pkl +3 -0
- feature_vocab.json +3 -0
- meta_data.json +191 -0
- test/data/part-00000.parquet +3 -0
- test/data/part-00001.parquet +3 -0
- test/data/part-00002.parquet +3 -0
- test/data/part-00003.parquet +3 -0
- test/data/part-00004.parquet +3 -0
- test/data/part-00005.parquet +3 -0
- test/data/part-00006.parquet +3 -0
- test/data/part-00007.parquet +3 -0
- test/item_info/part-00000.parquet +3 -0
- test/item_info/part-00001.parquet +3 -0
- test/item_info/part-00002.parquet +3 -0
- test/item_info/part-00003.parquet +3 -0
- test/item_info/part-00004.parquet +3 -0
- test/item_info/part-00005.parquet +3 -0
- test/item_info/part-00006.parquet +3 -0
- test/item_info/part-00007.parquet +3 -0
- test/user_info/part-00000.parquet +3 -0
- test/user_info/part-00001.parquet +3 -0
- test/user_info/part-00002.parquet +3 -0
- test/user_info/part-00003.parquet +3 -0
- test/user_info/part-00004.parquet +3 -0
- test/user_info/part-00005.parquet +3 -0
- test/user_info/part-00006.parquet +3 -0
- test/user_info/part-00007.parquet +3 -0
- train/data/part-00000.parquet +3 -0
- train/data/part-00001.parquet +3 -0
- train/data/part-00002.parquet +3 -0
- train/data/part-00003.parquet +3 -0
- train/data/part-00004.parquet +3 -0
- train/data/part-00005.parquet +3 -0
- train/data/part-00006.parquet +3 -0
- train/data/part-00007.parquet +3 -0
- train/item_info/part-00000.parquet +3 -0
- train/item_info/part-00001.parquet +3 -0
- train/item_info/part-00002.parquet +3 -0
- train/item_info/part-00003.parquet +3 -0
- train/item_info/part-00004.parquet +3 -0
- train/item_info/part-00005.parquet +3 -0
- train/item_info/part-00006.parquet +3 -0
- train/item_info/part-00007.parquet +3 -0
- train/user_info/part-00000.parquet +3 -0
- train/user_info/part-00001.parquet +3 -0
- train/user_info/part-00002.parquet +3 -0
- train/user_info/part-00003.parquet +3 -0
.gitattributes
CHANGED
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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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+
feature_vocab.json filter=lfs diff=lfs merge=lfs -text
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block_manifest.json
ADDED
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| 1 |
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{
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feature_map.json
ADDED
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@@ -0,0 +1,166 @@
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| 1 |
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| 131 |
+
}
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"day_of_week": {
|
| 135 |
+
"source": "",
|
| 136 |
+
"type": "categorical",
|
| 137 |
+
"padding_idx": 0,
|
| 138 |
+
"vocab_size": 8
|
| 139 |
+
}
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"is_weekend": {
|
| 143 |
+
"source": "",
|
| 144 |
+
"type": "categorical",
|
| 145 |
+
"padding_idx": 0,
|
| 146 |
+
"vocab_size": 3
|
| 147 |
+
}
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"hour": {
|
| 151 |
+
"source": "",
|
| 152 |
+
"type": "categorical",
|
| 153 |
+
"padding_idx": 0,
|
| 154 |
+
"vocab_size": 25
|
| 155 |
+
}
|
| 156 |
+
},
|
| 157 |
+
{
|
| 158 |
+
"action": {
|
| 159 |
+
"source": "action",
|
| 160 |
+
"type": "categorical",
|
| 161 |
+
"padding_idx": 0,
|
| 162 |
+
"vocab_size": 33
|
| 163 |
+
}
|
| 164 |
+
}
|
| 165 |
+
]
|
| 166 |
+
}
|
feature_processor.pkl
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:f121cdfc64b9e48cce4f75adb4cf72d0e97a164b63412f62b95fff4a4cb13349
|
| 3 |
+
size 500417509
|
feature_vocab.json
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:beaad01f1355fd1e7c8bfb8269237aa70902fa490fbe91162bc9b278f590fc7b
|
| 3 |
+
size 1462759900
|
meta_data.json
ADDED
|
@@ -0,0 +1,191 @@
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"sample_size": {
|
| 3 |
+
"total": 172304959,
|
| 4 |
+
"train": 144108235,
|
| 5 |
+
"valid": 16515570,
|
| 6 |
+
"test": 11681154
|
| 7 |
+
},
|
| 8 |
+
"split_strategy": "date",
|
| 9 |
+
"split_by_date": {
|
| 10 |
+
"train_days": 25,
|
| 11 |
+
"valid_days": 3,
|
| 12 |
+
"test_days": 3,
|
| 13 |
+
"train_range": "20231001 ~ 20231025",
|
| 14 |
+
"valid_range": "20231026 ~ 20231028",
|
| 15 |
+
"test_range": "20231029 ~ 20231031"
|
| 16 |
+
},
|
| 17 |
+
"oov_filter": {
|
| 18 |
+
"min_feat_count": 2,
|
| 19 |
+
"applied_to": [
|
| 20 |
+
"session_id",
|
| 21 |
+
"day_of_week",
|
| 22 |
+
"is_weekend",
|
| 23 |
+
"hour",
|
| 24 |
+
"product_id",
|
| 25 |
+
"price_bucket",
|
| 26 |
+
"c0_id",
|
| 27 |
+
"c1_id",
|
| 28 |
+
"c2_id",
|
| 29 |
+
"brand_id",
|
| 30 |
+
"item_condition_id",
|
| 31 |
+
"size_id",
|
| 32 |
+
"shipper_id",
|
| 33 |
+
"color"
|
| 34 |
+
],
|
| 35 |
+
"rule": "feature values with count < min_feat_count are mapped to 0"
|
| 36 |
+
},
|
| 37 |
+
"blocked_layout": {
|
| 38 |
+
"train_blocks": 32,
|
| 39 |
+
"valid_blocks": 16,
|
| 40 |
+
"test_blocks": 16,
|
| 41 |
+
"train": {
|
| 42 |
+
"data_dir": "train/data",
|
| 43 |
+
"user_info_dir": "train/user_info",
|
| 44 |
+
"item_info_dir": "train/item_info"
|
| 45 |
+
},
|
| 46 |
+
"valid": {
|
| 47 |
+
"data_dir": "valid/data",
|
| 48 |
+
"user_info_dir": "valid/user_info",
|
| 49 |
+
"item_info_dir": "valid/item_info"
|
| 50 |
+
},
|
| 51 |
+
"test": {
|
| 52 |
+
"data_dir": "test/data",
|
| 53 |
+
"user_info_dir": "test/user_info",
|
| 54 |
+
"item_info_dir": "test/item_info"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"event_id_map": {
|
| 58 |
+
"item_view": 0,
|
| 59 |
+
"item_like": 1,
|
| 60 |
+
"item_add_to_cart_tap": 2,
|
| 61 |
+
"offer_make": 3,
|
| 62 |
+
"buy_start": 4,
|
| 63 |
+
"buy_comp": 5
|
| 64 |
+
},
|
| 65 |
+
"event_to_action_name": {
|
| 66 |
+
"item_view": "exposure",
|
| 67 |
+
"item_like": "Like",
|
| 68 |
+
"item_add_to_cart_tap": "Cart",
|
| 69 |
+
"offer_make": "Offer",
|
| 70 |
+
"buy_start": "Checkout",
|
| 71 |
+
"buy_comp": "Purchase"
|
| 72 |
+
},
|
| 73 |
+
"label": [
|
| 74 |
+
"Like",
|
| 75 |
+
"Cart",
|
| 76 |
+
"Offer",
|
| 77 |
+
"Checkout",
|
| 78 |
+
"Purchase"
|
| 79 |
+
],
|
| 80 |
+
"action_vocab": {
|
| 81 |
+
"Cart": 1,
|
| 82 |
+
"Cart|Checkout": 2,
|
| 83 |
+
"Cart|Checkout|Purchase": 3,
|
| 84 |
+
"Cart|Offer": 4,
|
| 85 |
+
"Cart|Offer|Checkout": 5,
|
| 86 |
+
"Cart|Offer|Checkout|Purchase": 6,
|
| 87 |
+
"Cart|Offer|Purchase": 7,
|
| 88 |
+
"Cart|Purchase": 8,
|
| 89 |
+
"Checkout": 9,
|
| 90 |
+
"Checkout|Purchase": 10,
|
| 91 |
+
"Like": 11,
|
| 92 |
+
"Like|Cart": 12,
|
| 93 |
+
"Like|Cart|Checkout": 13,
|
| 94 |
+
"Like|Cart|Checkout|Purchase": 14,
|
| 95 |
+
"Like|Cart|Offer": 15,
|
| 96 |
+
"Like|Cart|Offer|Checkout": 16,
|
| 97 |
+
"Like|Cart|Offer|Checkout|Purchase": 17,
|
| 98 |
+
"Like|Cart|Offer|Purchase": 18,
|
| 99 |
+
"Like|Cart|Purchase": 19,
|
| 100 |
+
"Like|Checkout": 20,
|
| 101 |
+
"Like|Checkout|Purchase": 21,
|
| 102 |
+
"Like|Offer": 22,
|
| 103 |
+
"Like|Offer|Checkout": 23,
|
| 104 |
+
"Like|Offer|Checkout|Purchase": 24,
|
| 105 |
+
"Like|Offer|Purchase": 25,
|
| 106 |
+
"Like|Purchase": 26,
|
| 107 |
+
"Offer": 27,
|
| 108 |
+
"Offer|Checkout": 28,
|
| 109 |
+
"Offer|Checkout|Purchase": 29,
|
| 110 |
+
"Offer|Purchase": 30,
|
| 111 |
+
"Purchase": 31,
|
| 112 |
+
"exposure": 32
|
| 113 |
+
},
|
| 114 |
+
"action_vocab_desc": "One action token per view sample; each token encodes the multi-label outcomes matched from later events for the same user-item.",
|
| 115 |
+
"vocab_size": {
|
| 116 |
+
"user_index": 1697915,
|
| 117 |
+
"item_index": 43817684,
|
| 118 |
+
"user_id": 1697916,
|
| 119 |
+
"item_id": 43817684,
|
| 120 |
+
"action": 33,
|
| 121 |
+
"timestamp": 0,
|
| 122 |
+
"session_id": 3701837,
|
| 123 |
+
"day_of_week": 8,
|
| 124 |
+
"is_weekend": 3,
|
| 125 |
+
"hour": 25,
|
| 126 |
+
"product_id": 893620,
|
| 127 |
+
"price_bucket": 10,
|
| 128 |
+
"c0_id": 18,
|
| 129 |
+
"c1_id": 310,
|
| 130 |
+
"c2_id": 3042,
|
| 131 |
+
"brand_id": 19783,
|
| 132 |
+
"item_condition_id": 7,
|
| 133 |
+
"size_id": 356,
|
| 134 |
+
"shipper_id": 3,
|
| 135 |
+
"color": 7311
|
| 136 |
+
},
|
| 137 |
+
"feature_groups": {
|
| 138 |
+
"context_features": [
|
| 139 |
+
"session_id",
|
| 140 |
+
"day_of_week",
|
| 141 |
+
"is_weekend",
|
| 142 |
+
"hour"
|
| 143 |
+
],
|
| 144 |
+
"item_static_features": [
|
| 145 |
+
"product_id",
|
| 146 |
+
"price_bucket",
|
| 147 |
+
"c0_id",
|
| 148 |
+
"c1_id",
|
| 149 |
+
"c2_id",
|
| 150 |
+
"brand_id",
|
| 151 |
+
"item_condition_id",
|
| 152 |
+
"size_id",
|
| 153 |
+
"shipper_id",
|
| 154 |
+
"color"
|
| 155 |
+
]
|
| 156 |
+
},
|
| 157 |
+
"sample_construction": {
|
| 158 |
+
"anchor": "first item_view per user_id + item_id",
|
| 159 |
+
"labels": "Like/Cart/Offer/Checkout/Purchase events strictly after the anchor view are OR-ed into that view's multi-label target.",
|
| 160 |
+
"non_view_events": "used only to fill labels; not retained as samples or sequence tokens"
|
| 161 |
+
},
|
| 162 |
+
"user_info_schema": {
|
| 163 |
+
"fields": [
|
| 164 |
+
"user_index",
|
| 165 |
+
"full_item_seq",
|
| 166 |
+
"full_action_seq",
|
| 167 |
+
"full_timestamp_seq"
|
| 168 |
+
]
|
| 169 |
+
},
|
| 170 |
+
"item_info_schema": {
|
| 171 |
+
"fields": [
|
| 172 |
+
"item_index",
|
| 173 |
+
"item_id",
|
| 174 |
+
"product_id",
|
| 175 |
+
"price_bucket",
|
| 176 |
+
"c0_id",
|
| 177 |
+
"c1_id",
|
| 178 |
+
"c2_id",
|
| 179 |
+
"brand_id",
|
| 180 |
+
"item_condition_id",
|
| 181 |
+
"size_id",
|
| 182 |
+
"shipper_id",
|
| 183 |
+
"color"
|
| 184 |
+
]
|
| 185 |
+
},
|
| 186 |
+
"max_len": {
|
| 187 |
+
"full_item_seq": 26576,
|
| 188 |
+
"full_action_seq": 26576,
|
| 189 |
+
"full_timestamp_seq": 26576
|
| 190 |
+
}
|
| 191 |
+
}
|
test/data/part-00000.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d23ab3febf77a4ff96f2d5c774325d6d0f7bb0c9704cf2ffda2f99f636ff953
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| 3 |
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size 13222295
|
test/data/part-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:1a6d4857a4c032c7bff3dfb1d57fad669975e5dbce818d79983e89131fe66cc4
|
| 3 |
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size 13330276
|
test/data/part-00002.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ce92e010f9a37479b3a4b8fc06992280e75a3614814957326637cd8bba7b3b9c
|
| 3 |
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size 13275514
|
test/data/part-00003.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:78d612c0cec961451542ca1dcaee907a51e9f9d6e45e8faf5c4442dfecb6300f
|
| 3 |
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size 13434633
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test/data/part-00004.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:1c6fc92ae4f4c4e8c97d8b90ff73a051b6ad4f3ef0511970643546032918a3fa
|
| 3 |
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size 13327353
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test/data/part-00005.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f284b078f9ebba66f9c50c47bc53a510385a9d1dcd098d87c942e49c46392b62
|
| 3 |
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size 13359822
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test/data/part-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:190c1bc658a87b1510b3529fbc18cf6c4218bcc2deec401ffe24d69a79fa4876
|
| 3 |
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size 13526027
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test/data/part-00007.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:69900d8fb1d20682bb09e2e89710fa9f8b07a5cdd1fdbb4fcdf6972366c4a710
|
| 3 |
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size 13167445
|
test/item_info/part-00000.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:66ae6e7f5c2131b8d1d98d020516db2e2d8d631299cd774a0416426aef205c7c
|
| 3 |
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size 190070851
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test/item_info/part-00001.parquet
ADDED
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