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  1. README.md +164 -92
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README.md CHANGED
@@ -11,154 +11,226 @@ tags:
11
  - nr
12
  - lte
13
  - standards
 
14
  pretty_name: 3GPP Specifications
15
  configs:
16
- - config_name: rel-18
17
  default: true
18
  data_files:
19
  - split: 21_series
20
- path: data/rel-18/21_series-*.parquet
21
  - split: 22_series
22
- path: data/rel-18/22_series-*.parquet
23
  - split: 23_series
24
- path: data/rel-18/23_series-*.parquet
25
  - split: 24_series
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- path: data/rel-18/24_series-*.parquet
27
  - split: 26_series
28
- path: data/rel-18/26_series-*.parquet
29
  - split: 27_series
30
- path: data/rel-18/27_series-*.parquet
31
  - split: 28_series
32
- path: data/rel-18/28_series-*.parquet
33
  - split: 29_series
34
- path: data/rel-18/29_series-*.parquet
35
  - split: 31_series
36
- path: data/rel-18/31_series-*.parquet
37
  - split: 32_series
38
- path: data/rel-18/32_series-*.parquet
39
  - split: 33_series
40
- path: data/rel-18/33_series-*.parquet
41
  - split: 36_series
42
- path: data/rel-18/36_series-*.parquet
43
  - split: 37_series
44
- path: data/rel-18/37_series-*.parquet
45
  - split: 38_series
46
- path: data/rel-18/38_series-*.parquet
47
- - config_name: rel-19
48
  data_files:
49
  - split: 21_series
50
- path: data/rel-19/21_series-*.parquet
51
  - split: 22_series
52
- path: data/rel-19/22_series-*.parquet
53
  - split: 23_series
54
- path: data/rel-19/23_series-*.parquet
55
  - split: 24_series
56
- path: data/rel-19/24_series-*.parquet
57
  - split: 26_series
58
- path: data/rel-19/26_series-*.parquet
59
  - split: 27_series
60
- path: data/rel-19/27_series-*.parquet
61
  - split: 28_series
62
- path: data/rel-19/28_series-*.parquet
63
  - split: 29_series
64
- path: data/rel-19/29_series-*.parquet
65
  - split: 31_series
66
- path: data/rel-19/31_series-*.parquet
67
  - split: 32_series
68
- path: data/rel-19/32_series-*.parquet
69
  - split: 33_series
70
- path: data/rel-19/33_series-*.parquet
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
71
  - split: 34_series
72
- path: data/rel-19/34_series-*.parquet
73
  - split: 35_series
74
- path: data/rel-19/35_series-*.parquet
75
  - split: 36_series
76
- path: data/rel-19/36_series-*.parquet
77
  - split: 37_series
78
- path: data/rel-19/37_series-*.parquet
79
  - split: 38_series
80
- path: data/rel-19/38_series-*.parquet
 
 
 
 
81
  ---
82
 
83
  # 3GPP Specifications
84
 
85
- 938 3GPP technical specifications and reports converted to markdown.
86
- Each row contains the full spec text and all extracted images.
 
 
 
87
 
88
  ## Usage
89
 
90
  ```python
91
  from datasets import load_dataset
92
 
93
- # Load Rel-18 38-series (text + images in one call)
94
- ds = load_dataset("GSMA/3GPP", "rel-18", split="38_series")
95
- spec = ds[0]
96
- print(spec["text"][:200])
 
 
 
97
  spec["images"][0].show()
98
 
 
 
 
 
 
 
 
 
 
 
 
 
99
  # Load Rel-19
100
- ds19 = load_dataset("GSMA/3GPP", "rel-19", split="38_series")
101
  ```
102
 
103
- ## Schema
 
 
 
 
 
 
 
 
104
 
105
  | Column | Type | Description |
106
  |--------|------|-------------|
107
  | `spec_id` | string | Spec identifier, e.g. `38331` |
108
- | `title` | string | e.g. `TS 38.331` |
109
- | `version` | string | e.g. `V18.4.0` |
110
- | `date` | string | e.g. `2023-12` |
 
111
  | `text` | string | Full markdown content |
112
- | `images` | list[Image] | Extracted figures as images |
113
- | `image_names` | list[string] | Corresponding filenames |
114
-
115
- ## Releases
116
-
117
- ### rel-18
118
-
119
- 549 specs, 16147 images.
120
-
121
- | Split | Specs | Images |
122
- |-------|------:|-------:|
123
- | 21_series | 1 | 4 |
124
- | 22_series | 25 | 351 |
125
- | 23_series | 86 | 4539 |
126
- | 24_series | 55 | 1799 |
127
- | 26_series | 22 | 749 |
128
- | 27_series | 1 | 17 |
129
- | 28_series | 47 | 681 |
130
- | 29_series | 97 | 2269 |
131
- | 31_series | 5 | 208 |
132
- | 32_series | 20 | 498 |
133
- | 33_series | 64 | 891 |
134
- | 36_series | 25 | 904 |
135
- | 37_series | 17 | 313 |
136
- | 38_series | 84 | 2924 |
137
-
138
-
139
- ### rel-19
140
-
141
- 389 specs, 13249 images.
142
-
143
- | Split | Specs | Images |
144
- |-------|------:|-------:|
145
- | 21_series | 2 | 6 |
146
- | 22_series | 26 | 369 |
147
- | 23_series | 69 | 4360 |
148
- | 24_series | 34 | 1322 |
149
- | 26_series | 16 | 881 |
150
- | 27_series | 1 | 17 |
151
- | 28_series | 48 | 729 |
152
- | 29_series | 89 | 2236 |
153
- | 31_series | 2 | 256 |
154
- | 32_series | 16 | 462 |
155
- | 33_series | 42 | 795 |
156
- | 34_series | 3 | 28 |
157
- | 35_series | 7 | 27 |
158
- | 36_series | 5 | 262 |
159
- | 37_series | 6 | 100 |
160
- | 38_series | 23 | 1399 |
161
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
162
 
163
  ## License
164
 
 
11
  - nr
12
  - lte
13
  - standards
14
+ - specifications
15
  pretty_name: 3GPP Specifications
16
  configs:
17
+ - config_name: rel-18-specs
18
  default: true
19
  data_files:
20
  - split: 21_series
21
+ path: data/rel-18-specs/21_series-*.parquet
22
  - split: 22_series
23
+ path: data/rel-18-specs/22_series-*.parquet
24
  - split: 23_series
25
+ path: data/rel-18-specs/23_series-*.parquet
26
  - split: 24_series
27
+ path: data/rel-18-specs/24_series-*.parquet
28
  - split: 26_series
29
+ path: data/rel-18-specs/26_series-*.parquet
30
  - split: 27_series
31
+ path: data/rel-18-specs/27_series-*.parquet
32
  - split: 28_series
33
+ path: data/rel-18-specs/28_series-*.parquet
34
  - split: 29_series
35
+ path: data/rel-18-specs/29_series-*.parquet
36
  - split: 31_series
37
+ path: data/rel-18-specs/31_series-*.parquet
38
  - split: 32_series
39
+ path: data/rel-18-specs/32_series-*.parquet
40
  - split: 33_series
41
+ path: data/rel-18-specs/33_series-*.parquet
42
  - split: 36_series
43
+ path: data/rel-18-specs/36_series-*.parquet
44
  - split: 37_series
45
+ path: data/rel-18-specs/37_series-*.parquet
46
  - split: 38_series
47
+ path: data/rel-18-specs/38_series-*.parquet
48
+ - config_name: rel-18-components
49
  data_files:
50
  - split: 21_series
51
+ path: data/rel-18-components/21_series-*.parquet
52
  - split: 22_series
53
+ path: data/rel-18-components/22_series-*.parquet
54
  - split: 23_series
55
+ path: data/rel-18-components/23_series-*.parquet
56
  - split: 24_series
57
+ path: data/rel-18-components/24_series-*.parquet
58
  - split: 26_series
59
+ path: data/rel-18-components/26_series-*.parquet
60
  - split: 27_series
61
+ path: data/rel-18-components/27_series-*.parquet
62
  - split: 28_series
63
+ path: data/rel-18-components/28_series-*.parquet
64
  - split: 29_series
65
+ path: data/rel-18-components/29_series-*.parquet
66
  - split: 31_series
67
+ path: data/rel-18-components/31_series-*.parquet
68
  - split: 32_series
69
+ path: data/rel-18-components/32_series-*.parquet
70
  - split: 33_series
71
+ path: data/rel-18-components/33_series-*.parquet
72
+ - split: 36_series
73
+ path: data/rel-18-components/36_series-*.parquet
74
+ - split: 37_series
75
+ path: data/rel-18-components/37_series-*.parquet
76
+ - split: 38_series
77
+ path: data/rel-18-components/38_series-*.parquet
78
+ - config_name: rel-19-specs
79
+ data_files:
80
+ - split: 21_series
81
+ path: data/rel-19-specs/21_series-*.parquet
82
+ - split: 22_series
83
+ path: data/rel-19-specs/22_series-*.parquet
84
+ - split: 23_series
85
+ path: data/rel-19-specs/23_series-*.parquet
86
+ - split: 24_series
87
+ path: data/rel-19-specs/24_series-*.parquet
88
+ - split: 26_series
89
+ path: data/rel-19-specs/26_series-*.parquet
90
+ - split: 27_series
91
+ path: data/rel-19-specs/27_series-*.parquet
92
+ - split: 28_series
93
+ path: data/rel-19-specs/28_series-*.parquet
94
+ - split: 29_series
95
+ path: data/rel-19-specs/29_series-*.parquet
96
+ - split: 31_series
97
+ path: data/rel-19-specs/31_series-*.parquet
98
+ - split: 32_series
99
+ path: data/rel-19-specs/32_series-*.parquet
100
+ - split: 33_series
101
+ path: data/rel-19-specs/33_series-*.parquet
102
+ - split: 34_series
103
+ path: data/rel-19-specs/34_series-*.parquet
104
+ - split: 35_series
105
+ path: data/rel-19-specs/35_series-*.parquet
106
+ - split: 36_series
107
+ path: data/rel-19-specs/36_series-*.parquet
108
+ - split: 37_series
109
+ path: data/rel-19-specs/37_series-*.parquet
110
+ - split: 38_series
111
+ path: data/rel-19-specs/38_series-*.parquet
112
+ - config_name: rel-19-components
113
+ data_files:
114
+ - split: 21_series
115
+ path: data/rel-19-components/21_series-*.parquet
116
+ - split: 22_series
117
+ path: data/rel-19-components/22_series-*.parquet
118
+ - split: 23_series
119
+ path: data/rel-19-components/23_series-*.parquet
120
+ - split: 24_series
121
+ path: data/rel-19-components/24_series-*.parquet
122
+ - split: 26_series
123
+ path: data/rel-19-components/26_series-*.parquet
124
+ - split: 27_series
125
+ path: data/rel-19-components/27_series-*.parquet
126
+ - split: 28_series
127
+ path: data/rel-19-components/28_series-*.parquet
128
+ - split: 29_series
129
+ path: data/rel-19-components/29_series-*.parquet
130
+ - split: 31_series
131
+ path: data/rel-19-components/31_series-*.parquet
132
+ - split: 32_series
133
+ path: data/rel-19-components/32_series-*.parquet
134
+ - split: 33_series
135
+ path: data/rel-19-components/33_series-*.parquet
136
  - split: 34_series
137
+ path: data/rel-19-components/34_series-*.parquet
138
  - split: 35_series
139
+ path: data/rel-19-components/35_series-*.parquet
140
  - split: 36_series
141
+ path: data/rel-19-components/36_series-*.parquet
142
  - split: 37_series
143
+ path: data/rel-19-components/37_series-*.parquet
144
  - split: 38_series
145
+ path: data/rel-19-components/38_series-*.parquet
146
+ - config_name: metadata
147
+ data_files:
148
+ - split: train
149
+ path: data/metadata/train-*.parquet
150
  ---
151
 
152
  # 3GPP Specifications
153
 
154
+ 938 3GPP technical specifications and reports converted to structured markdown.
155
+ Each specification is available as a full document (specs configs) or decomposed into
156
+ atomic sections, tables, and figures (components configs).
157
+
158
+ Releases: Rel-18, Rel-19
159
 
160
  ## Usage
161
 
162
  ```python
163
  from datasets import load_dataset
164
 
165
+ # Browse the lightweight catalog
166
+ catalog = load_dataset("GSMA/3GPP", "metadata", split="train")
167
+
168
+ # Load full specs with images
169
+ specs = load_dataset("GSMA/3GPP", "rel-18-specs", split="38_series")
170
+ spec = specs.filter(lambda r: r["spec_id"] == "38331")[0]
171
+ print(spec["text"][:500])
172
  spec["images"][0].show()
173
 
174
+ # Load atomic components for RAG retrieval
175
+ components = load_dataset("GSMA/3GPP", "rel-18-components", split="38_series")
176
+ section = components.filter(
177
+ lambda r: r["spec_id"] == "38331" and r["clause"] == "5.2.1"
178
+ )[0]
179
+ print(section["body"])
180
+
181
+ # Get all tables in a spec
182
+ tables = components.filter(
183
+ lambda r: r["spec_id"] == "38331" and r["component_type"] == "table"
184
+ )
185
+
186
  # Load Rel-19
187
+ specs_r19 = load_dataset("GSMA/3GPP", "rel-19-specs", split="38_series")
188
  ```
189
 
190
+ ## Configs
191
+
192
+ | Config | Description | Row Granularity |
193
+ |--------|-------------|----------------|
194
+ | `rel-{N}-specs` | Full spec text + all images | One row per specification |
195
+ | `rel-{N}-components` | Atomic sections, tables, figures | One row per component |
196
+ | `metadata` | Lightweight catalog (no text/images) | One row per specification |
197
+
198
+ ## Schema: specs
199
 
200
  | Column | Type | Description |
201
  |--------|------|-------------|
202
  | `spec_id` | string | Spec identifier, e.g. `38331` |
203
+ | `spec_number` | string | Dotted form, e.g. `38.331` |
204
+ | `title` | string | Full title |
205
+ | `spec_type` | string | `TS` or `TR` |
206
+ | `release` | string | e.g. `Rel-18` |
207
  | `text` | string | Full markdown content |
208
+ | `text_chars` | int64 | Character count |
209
+ | `images` | list[Image] | Extracted figures |
210
+ | `image_names` | list[string] | Image filenames |
211
+ | `image_hashes` | list[string] | MD5 hashes for deduplication |
212
+ | `num_sections` | int32 | Section count |
213
+ | `num_tables` | int32 | Table count |
214
+ | `num_figures` | int32 | Figure count |
215
+
216
+ ## Schema: components
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
217
 
218
+ | Column | Type | Description |
219
+ |--------|------|-------------|
220
+ | `spec_id` | string | Parent specification |
221
+ | `component_type` | string | `section`, `table`, or `figure` |
222
+ | `clause` | string | Materialized path, e.g. `5.2.1` |
223
+ | `title` | string | Heading or caption |
224
+ | `parent_clause` | string | Parent section, e.g. `5.2` |
225
+ | `depth` | int32 | Heading depth (1-6) |
226
+ | `body` | string | Markdown content |
227
+ | `body_chars` | int32 | Character count |
228
+ | `document_order` | int32 | Position within spec |
229
+ | `image` | Image | Figure image (null for sections/tables) |
230
+ | `image_hash` | string | MD5 hash of image |
231
+ | `inline_image_hashes` | list[string] | Images referenced by sections |
232
+ | `has_tables` | bool | References tables |
233
+ | `has_figures` | bool | References figures |
234
 
235
  ## License
236
 
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