From 0a78c78fc7a7f5c51b475a99a07cfa2cbec51654 Mon Sep 17 00:00:00 2001 From: Jacky Yang Date: Fri, 23 Jan 2026 18:17:45 +0800 Subject: [PATCH] 0.2: Json schema extractor finished. --- database/L1A/README.md | 4 + database/L1B/README.md | 4 + output_reports/schema_flat.csv | 564 ++ output_reports/schema_full.json | 7282 +++++++++++++++++++++ output_reports/schema_summary.md | 724 ++ utils/__init__.py | 0 utils/json_extractor/analyze_structure.py | 101 + utils/json_extractor/extractor.py | 243 + utils/json_extractor/main.py | 35 + utils/json_extractor/rules.py | 81 + 10 files changed, 9038 insertions(+) create mode 100644 database/L1A/README.md create mode 100644 database/L1B/README.md create mode 100644 output_reports/schema_flat.csv create mode 100644 output_reports/schema_full.json create mode 100644 output_reports/schema_summary.md create mode 100644 utils/__init__.py create mode 100644 utils/json_extractor/analyze_structure.py create mode 100644 utils/json_extractor/extractor.py create mode 100644 utils/json_extractor/main.py create mode 100644 utils/json_extractor/rules.py diff --git a/database/L1A/README.md b/database/L1A/README.md new file mode 100644 index 0000000..2789c95 --- /dev/null +++ b/database/L1A/README.md @@ -0,0 +1,4 @@ +L1A 5eplay平台网页爬虫原始数据。 +ETL Step 1: +从原始json数据库提取到L1A级数据库中。 +output_arena/*/iframe_network.json -> database/L1A/L1A.sqlite \ No newline at end of file diff --git a/database/L1B/README.md b/database/L1B/README.md new file mode 100644 index 0000000..19af8eb --- /dev/null +++ b/database/L1B/README.md @@ -0,0 +1,4 @@ +L1B demo原始数据。 +ETL Step 2: +从demoparser2提取demo原始数据到L1B级数据库中。 +output_arena/*/iframe_network.json -> database/L1B/L1B.sqlite diff --git a/output_reports/schema_flat.csv b/output_reports/schema_flat.csv new file mode 100644 index 0000000..6b5d6b7 --- /dev/null +++ b/output_reports/schema_flat.csv @@ -0,0 +1,564 @@ +Category,Path,Types,Examples +ats/api/v1/activityInterface/fallActivityInfo,code,int,401 +ats/api/v1/activityInterface/fallActivityInfo,message,string,User auth failed +ats/api/v1/activityInterface/fallActivityInfo,data,null,None +ats/api/v1/activityInterface/fallActivityInfo,timeStamp,int,1768931732; 1768931718; 1768931709 +ats/api/v1/activityInterface/fallActivityInfo,status,bool,False +ats/api/v1/activityInterface/fallActivityInfo,traceId,string,c3d47b6d9a6bf7099b45af1b3f516370; 96e6a86453435f463f2ff8e0b0d7611b; 2e40738b400d90ea6ece7be0abe2de3c +ats/api/v1/activityInterface/fallActivityInfo,success,bool,False +ats/api/v1/activityInterface/fallActivityInfo,errcode,int,401 +crane/http/api/data/match/{match_id},data.has_side_data_and_rating2,bool,True +crane/http/api/data/match/{match_id},data.main.demo_url,string,; https://hz-demo.5eplaycdn.com/pug/20260118/g161-20260118202243599083093_de_dust2.zip; https://hz-demo.5eplaycdn.com/pug/20260118/g161-20260118215640650728700_de_nuke.zip +crane/http/api/data/match/{match_id},data.main.end_time,int,1739528619; 1739526455; 1739625426 +crane/http/api/data/match/{match_id},data.main.game_mode,int,6; 24; 103 +crane/http/api/data/match/{match_id},data.main.game_name,string,; nspug_c; npug_c +crane/http/api/data/match/{match_id},data.main.group1_all_score,int,10; 9; 4 +crane/http/api/data/match/{match_id},data.main.group1_change_elo,int,0 +crane/http/api/data/match/{match_id},data.main.group1_fh_role,int,1 +crane/http/api/data/match/{match_id},data.main.group1_fh_score,int,6; 2; 7 +crane/http/api/data/match/{match_id},data.main.group1_origin_elo,"float, int",1628.1; 1616.55; 1573.79 +crane/http/api/data/match/{match_id},data.main.group1_sh_role,int,0 +crane/http/api/data/match/{match_id},data.main.group1_sh_score,int,6; 5; 4 +crane/http/api/data/match/{match_id},data.main.group1_tid,int,0 +crane/http/api/data/match/{match_id},data.main.group1_uids,string,"14869472,14888575,1326932,14869396,14889445; 14869472,14889445,14869396,18337753,1326932; 18337753,14869472,14869396,13889539,1326932" 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+crane/http/api/data/match/{match_id},data.main.knife_winner_role,int,0 +crane/http/api/data/match/{match_id},data.main.location,string,hz; sz; cd +crane/http/api/data/match/{match_id},data.main.location_full,string,sh_pug-low; sz_pug-high; bj_pug-low_volc +crane/http/api/data/match/{match_id},data.main.map,string,de_nuke; de_ancient; de_dust2 +crane/http/api/data/match/{match_id},data.main.map_desc,string,阿努比斯; 远古遗迹; 炙热沙城2 +crane/http/api/data/match/{match_id},data.main.match_code,string,g161-20250215211846894242128; g161-20250214164955786323546; g161-20250214172202090993964 +crane/http/api/data/match/{match_id},data.main.match_mode,int,9 +crane/http/api/data/match/{match_id},data.main.match_winner,int,1; 2 +crane/http/api/data/match/{match_id},data.main.most_1v2_uid,"<5eid>, int",14869396; 18337753; 16009709 +crane/http/api/data/match/{match_id},data.main.most_assist_uid,"<5eid>, int",14869396; 13918176; 15820822 +crane/http/api/data/match/{match_id},data.main.most_awp_uid,"<5eid>, 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b/output_reports/schema_summary.md @@ -0,0 +1,724 @@ +# Schema Hierarchy Report + +## Category: `ats/api/v1/activityInterface/fallActivityInfo` +**Total Requests**: 179 + +- **code** (int, e.g. 401) +- **message** (string, e.g. User auth failed) +- **data** (null, e.g. None) +- **timeStamp** (int, e.g. 1768931732) +- **status** (bool, e.g. False) +- **traceId** (string, e.g. c3d47b6d9a6bf7099b45af1b3f516370) +- **success** (bool, e.g. False) +- **errcode** (int, e.g. 401) + +--- + +## Category: `crane/http/api/data/match/{match_id}` +**Total Requests**: 179 + +- **data** (dict) + - **has_side_data_and_rating2** (bool, e.g. True) + - **main** (dict) + - **demo_url** (string, e.g. ) + - **end_time** (int, e.g. 1739528619) + - **game_mode** (int, e.g. 6) + - **game_name** (string, e.g. ) + - **group1_all_score** (int, e.g. 10) + - **group1_change_elo** (int, e.g. 0) + - **group1_fh_role** (int, e.g. 1) + - **group1_fh_score** (int, e.g. 6) + - **group1_origin_elo** (float, int, e.g. 1628.1) + - **group1_sh_role** (int, e.g. 0) + - **group1_sh_score** (int, e.g. 6) + - **group1_tid** (int, e.g. 0) + - **group1_uids** (string, e.g. 14869472,14888575,1326932,14869396,14889445) + - **group2_all_score** (int, e.g. 6) + - **group2_change_elo** (int, e.g. 0) + - **group2_fh_role** (int, e.g. 0) + - **group2_fh_score** (int, e.g. 6) + - **group2_origin_elo** (float, int, e.g. 1617.02) + - **group2_sh_role** (int, e.g. 1) + - **group2_sh_score** (int, e.g. 6) + - **group2_tid** (int, e.g. 0) + - **group2_uids** (string, e.g. 7866482,7976557,13918176,7998628,18857497) + - **id** (int, e.g. 232025624) + - **knife_winner** (int, e.g. 0) + - **knife_winner_role** (int, e.g. 0) + - **location** (string, e.g. hz) + - **location_full** (string, e.g. sh_pug-low) + - **map** (string, e.g. de_nuke) + - **map_desc** (string, e.g. 阿努比斯) + - **match_code** (string, e.g. g161-20250215211846894242128) + - **match_mode** (int, e.g. 9) + - **match_winner** (int, e.g. 1) + - **most_1v2_uid** (<5eid>, int, e.g. 14869396) + - **most_assist_uid** (<5eid>, int, e.g. 14869396) + - **most_awp_uid** (<5eid>, int, e.g. 12501578) + - **most_end_uid** (<5eid>, int, e.g. 12501578) + - **most_first_kill_uid** (<5eid>, int, e.g. 18337753) + - **most_headshot_uid** (<5eid>, int, e.g. 17181895) + - **most_jump_uid** (<5eid>, int, e.g. 12501578) + - **mvp_uid** (<5eid>, int, e.g. 19535157) + - **round_total** (int, e.g. 24) + - **season** (string, e.g. 2025s2) + - **server_ip** (string, e.g. ) + - **server_port** (string, e.g. 27015) + - **start_time** (int, e.g. 1739523090) + - **status** (int, e.g. 1) + - **waiver** (int, e.g. 0) + - **year** (int, e.g. 2026) + - **cs_type** (int, e.g. 0) + - **priority_show_type** (int, e.g. 3) + - **pug10m_show_type** (int, e.g. 1) + - **credit_match_status** (int, e.g. 1) + - **group_N** (list) + - *[Array Items]* + - **fight_any** (dict) + - **adr** (string, e.g. 106.58) + - **assist** (string, e.g. 2) + - **awp_kill** (string, e.g. 2) + - **benefit_kill** (string, e.g. 6) + - **day** (string, e.g. 20250218) + - **death** (string, e.g. 5) + - **defused_bomb** (string, e.g. 2) + - **end_1v1** (string, e.g. 2) + - **end_1v2** (string, e.g. 2) + - **end_1v3** (string, e.g. 2) + - **end_1v4** (string, e.g. 1) + - **end_1v5** (string, e.g. 1) + - **explode_bomb** (string, e.g. 2) + - **first_death** (string, e.g. 5) + - **first_kill** (string, e.g. 2) + - **flash_enemy** (string, e.g. 43) + - **flash_enemy_time** (string, e.g. 7) + - **flash_team** (string, e.g. 5) + - **flash_team_time** (string, e.g. 21) + - **flash_time** (string, e.g. 6) + - **game_mode** (string, e.g. 6) + - **group_id** (string, e.g. 1) + - **headshot** (string, e.g. 2) + - **hold_total** (string, e.g. 0) + - **id** (string, e.g. 1937230471) + - **is_highlight** (string, e.g. 1) + - **is_most_1v2** (string, e.g. 1) + - **is_most_assist** (string, e.g. 1) + - **is_most_awp** (string, e.g. 1) + - **is_most_end** (string, e.g. 1) + - **is_most_first_kill** (string, e.g. 1) + - **is_most_headshot** (string, e.g. 1) + - **is_most_jump** (string, e.g. 1) + - **is_mvp** (string, e.g. 1) + - **is_svp** (string, e.g. ) + - **is_tie** (string, e.g. 1) + - **is_win** (string, e.g. 1) + - **jump_total** (string, e.g. 64) + - **kast** (string, e.g. 0.82) + - **kill** (string, e.g. 14) + - **kill_1** (string, e.g. 5) + - **kill_2** (string, e.g. 2) + - **kill_3** (string, e.g. 2) + - **kill_4** (string, e.g. 3) + - **kill_5** (string, e.g. 2) + - **map** (string, e.g. de_nuke) + - **match_code** (string, e.g. g161-20250215211846894242128) + - **match_mode** (string, e.g. 9) + - **match_team_id** (string, e.g. 2) + - **match_time** (string, e.g. 1739625526) + - **per_headshot** (string, e.g. 0.44) + - **planted_bomb** (string, e.g. 2) + - **rating** (string, e.g. 0.89) + - **many_assists_cnt1** (string, e.g. 6) + - **many_assists_cnt2** (string, e.g. 2) + - **many_assists_cnt3** (string, e.g. 1) + - **many_assists_cnt4** (string, e.g. 1) + - **many_assists_cnt5** (string, e.g. 0) + - **perfect_kill** (string, e.g. 10) + - **assisted_kill** (string, e.g. 5) + - **rating2** (string, e.g. 1.24) + - **rating3** (string, e.g. 2.15) + - **revenge_kill** (string, e.g. 2) + - **round_total** (string, e.g. 17) + - **rws** (string, e.g. 8.41) + - **season** (string, e.g. 2025s2) + - **team_kill** (string, e.g. 1) + - **throw_harm** (string, e.g. 120) + - **throw_harm_enemy** (string, e.g. 10) + - **uid** (<5eid>, string, e.g. 14026928) + - **year** (string, e.g. 2026) + - **sts** (dict) + - **data_tips_detail** (int, e.g. -7) + - **challenge_status** (int, e.g. 1) + - **map_reward_status** (int, e.g. 1) + - **change_rank** (int, e.g. -423964) + - **origin_level_id** (int, e.g. 103) + - **rank_change_type** (int, e.g. 5) + - **star_num** (int, e.g. 0) + - **origin_star_num** (int, e.g. 0) + - **change_elo** (string, e.g. -22.97) + - **id** (string, e.g. 1930709265) + - **level_id** (string, e.g. 103) + - **match_code** (string, e.g. g161-20250215211846894242128) + - **match_flag** (string, e.g. 32) + - **match_mode** (string, e.g. 9) + - **match_status** (string, e.g. 3) + - **origin_elo** (string, e.g. 1214.69) + - **origin_match_total** (string, e.g. 269) + - **placement** (string, e.g. 1) + - **punishment** (string, e.g. 1) + - **rank** (string, e.g. 3251068) + - **origin_rank** (string, e.g. 2293251) + - **season** (string, e.g. 2025s2) + - **special_data** (string, e.g. ) + - **uid** (<5eid>, string, e.g. 14026928) + - **level_info** (dict) + - **level_id** (int, e.g. 103) + - **level_name** (string, e.g. C) + - **level_type** (int, e.g. 2) + - **star_num** (int, e.g. 0) + - **origin_star_num** (int, e.g. 0) + - **dragon_flag** (int, e.g. 0) + - **deduct_data** (dict) + - **all_deduct_elo** (int, e.g. 0) + - **deduct_remain_elo** (int, e.g. 0) + - **deduct_elo** (int, e.g. 0) + - **special_data** (list, null) + - *[Array Items]* + - **is_win** (int, e.g. 1) + - **match_id** (string, e.g. ) + - **match_status** (int, e.g. 2) + - **change_elo** (float, int, e.g. -100.14724769911413) + - **match_status** (string, e.g. 3) + - **match_flag** (string, e.g. 32) + - **change_elo** (string, e.g. -22.97) + - **origin_elo** (string, e.g. 1214.69) + - **rank** (string, e.g. 3251068) + - **origin_rank** (string, e.g. ) + - **trigger_promotion** (int, e.g. 0) + - **special_bo** (int, e.g. 0) + - **rise_type** (int, e.g. 0) + - **tie_status** (int, e.g. 1) + - **level_elo** (int, e.g. 800) + - **max_level** (int, e.g. 19) + - **origin_level_id** (int, e.g. 103) + - **origin_match_total** (int, e.g. 269) + - **star_info** (dict) + - **change_small_star_num** (int, e.g. 0) + - **origin_small_star_num** (int, e.g. 0) + - **change_type** (int, e.g. 0) + - **now_small_star_num** (int, e.g. 0) + - **user_info** (dict) + - **user_data** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **username** (<5eid>, string, e.g. Sonka) + - **uuid** (string, e.g. e6f87d93-ea92-11ee-9ce2-ec0d9a495494) + - **email** (string, e.g. ) + - **area** (string, e.g. ) + - **mobile** (string, e.g. ) + - **createdAt** (int, e.g. 1711362715) + - **updatedAt** (int, e.g. 1767921452) + - **profile** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **domain** (<5eid>, string, e.g. 123442) + - **nickname** (string, e.g. ) + - **avatarUrl** (string, e.g. disguise/images/cf/b2/cfb285c3d8d1c905b648954e42dc8cb0.jpg) + - **avatarAuditStatus** (int, e.g. 1) + - **rgbAvatarUrl** (string, e.g. ) + - **photoUrl** (string, e.g. ) + - **gender** (int, e.g. 1) + - **birthday** (int, e.g. 1141315200) + - **countryId** (string, e.g. ) + - **regionId** (string, e.g. ) + - **cityId** (string, e.g. ) + - **language** (string, e.g. simplified-chinese) + - **recommendUrl** (string, e.g. ) + - **groupId** (int, e.g. 0) + - **regSource** (int, e.g. 5) + - **status** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **status** (int, e.g. -4) + - **expire** (int, e.g. 0) + - **cancellationStatus** (int, e.g. 2) + - **newUser** (int, e.g. 0) + - **loginBannedTime** (int, e.g. 1687524902) + - **anticheatType** (int, e.g. 0) + - **flagStatus1** (string, e.g. 32) + - **anticheatStatus** (string, e.g. 0) + - **FlagHonor** (string, e.g. 65548) + - **PrivacyPolicyStatus** (int, e.g. 3) + - **csgoFrozenExptime** (int, e.g. 1766231693) + - **platformExp** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **level** (int, e.g. 22) + - **exp** (int, e.g. 12641) + - **steam** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **steamId** (, e.g. 76561198812383596) + - **steamAccount** (string, e.g. ) + - **tradeUrl** (string, e.g. ) + - **rentSteamId** (string, e.g. ) + - **trusted** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **credit** (int, e.g. 2550) + - **creditLevel** (int, e.g. 3) + - **score** (int, e.g. 100000) + - **status** (int, e.g. 1) + - **creditStatus** (int, e.g. 1) + - **certify** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **idType** (int, e.g. 0) + - **status** (int, e.g. 1) + - **age** (int, e.g. 20) + - **realName** (string, e.g. ) + - **uidList** (list) + - *[Array Items]* + - **auditStatus** (int, e.g. 1) + - **gender** (int, e.g. 1) + - **identity** (dict) + - **uid** (<5eid>, int, e.g. 14026928) + - **type** (int, e.g. 0) + - **extras** (string, e.g. ) + - **status** (int, e.g. 0) + - **slogan** (string, e.g. ) + - **identity_list** (list) + - *[Array Items]* + - **slogan_ext** (string, e.g. ) + - **live_url** (string, e.g. ) + - **live_type** (int, e.g. 0) + - **usernameAuditStatus** (int, e.g. 1) + - **Accid** (string, e.g. 263d37a4e1f87bce763e0d1b8ec03982) + - **teamID** (int, e.g. 99868) + - **domain** (<5eid>, string, e.g. 123442) + - **trumpetCount** (int, e.g. 2) + - **plus_info** (dict) + - **is_plus** (int, e.g. 1) + - **plus_icon** (string, e.g. images/act/e9cf57699303d9f6b18e465156fc6291.png) + - **plus_icon_short** (string, e.g. images/act/d53f3bd55c836e057af230e2a138e94a.png) + - **vip_level** (int, e.g. 6) + - **plus_grade** (int, e.g. 6) + - **growth_score** (int, e.g. 540) + - **user_avatar_frame** (null, e.g. None) + - **friend_relation** (int, e.g. 0) + - **level_list** (list, null) + - *[Array Items]* + - **elo** (int, e.g. 1000) + - **remark** (string, e.g. 800-899) + - **level_id** (int, e.g. 2) + - **level_name** (string, e.g. E-) + - **elo_type** (int, e.g. 9) + - **group_id** (int, e.g. 2) + - **level_image** (string, e.g. ) + - **rise_type** (int, e.g. 0) + - **shelves_status** (int, e.g. 1) + - **room_card** (dict) + - **id** (string, e.g. 310) + - **category** (string, e.g. 48) + - **describe** (string, e.g. ) + - **name** (string, e.g. ) + - **propTemplateId** (string, e.g. 133841) + - **getWay** (string, e.g. ) + - **onShelf** (int, e.g. 0) + - **shelfAt** (string, e.g. ) + - **getButton** (int, e.g. 0) + - **getUrl** (string, e.g. ) + - **attrs** (dict) + - **flagAnimation** (string, e.g. ) + - **flagAnimationTime** (string, e.g. ) + - **flagViewUrl** (string, e.g. https://oss-arena.5eplay.com/prop/images/49/36/49365bf9f2b7fe3ac6a7ded3656e092a.png) + - **flagViewVideo** (string, e.g. ) + - **flagViewVideoTime** (string, e.g. ) + - **getWay** (string, e.g. 升级至PLUS1级获取) + - **mallJumpLink** (string, e.g. ) + - **matchViewUrlLeft** (string, e.g. https://oss-arena.5eplay.com/prop/images/13/fd/13fdb6d3b8dfaca3e8cd4987acc45606.png) + - **matchViewUrlRight** (string, e.g. https://oss-arena.5eplay.com/prop/images/a9/da/a9da623d19cff27141cf6335507071ff.png) + - **mvpSettleAnimation** (string, e.g. https://oss-arena.5eplay.com/dress/room_card/9e2ab6983d4ed9a6d23637abd9cd2152.mp4) + - **mvpSettleColor** (string, e.g. #9f1dea) + - **mvpSettleViewAnimation** (string, e.g. https://oss-arena.5eplay.com/dress/room_card/9e2ab6983d4ed9a6d23637abd9cd2152.mp4) + - **pcImg** (string, e.g. https://oss-arena.5eplay.com/prop/images/1a/47/1a47dda552d9501004d9043f637406d5.png) + - **sort** (int, e.g. 1) + - **templateId** (int, e.g. 2029) + - **rarityLevel** (int, e.g. 3) + - **sourceId** (int, e.g. 3) + - **displayStatus** (int, e.g. 0) + - **sysType** (int, e.g. 0) + - **createdAt** (string, e.g. ) + - **updatedAt** (string, e.g. ) + - **round_sfui_type** (list) + - *[Array Items]* + - **user_stats** (dict) + - **map_level** (dict) + - **map_exp** (int, e.g. 0) + - **add_exp** (int, e.g. 0) + - **plat_level** (dict) + - **plat_level_exp** (int, e.g. 0) + - **add_exp** (int, e.g. 0) + - **group_1_team_info** (dict) + - **team_id** (string, e.g. ) + - **team_name** (string, e.g. ) + - **logo_url** (string, e.g. ) + - **team_domain** (string, e.g. ) + - **team_tag** (string, e.g. ) + - **group_2_team_info** (dict) + - **team_id** (string, e.g. ) + - **team_name** (string, e.g. ) + - **logo_url** (string, e.g. ) + - **team_domain** (string, e.g. ) + - **team_tag** (string, e.g. ) + - **treat_info** (dict, null) + - **user_id** (<5eid>, int, e.g. 13048069) + - **user_data** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **username** (string, e.g. 熊出没之深情熊二) + - **uuid** (string, e.g. c9caad5c-a9b3-11ef-848e-506b4bfa3106) + - **email** (string, e.g. ) + - **area** (string, e.g. 86) + - **mobile** (string, e.g. ) + - **createdAt** (int, e.g. 1667562471) + - **updatedAt** (int, e.g. 1768911939) + - **profile** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **domain** (string, e.g. 13048069yf1jto) + - **nickname** (string, e.g. ) + - **avatarUrl** (string, e.g. prop/images/3d/c4/3dc4259c07c31adb2439f7acbf1e565f.png) + - **avatarAuditStatus** (int, e.g. 0) + - **rgbAvatarUrl** (string, e.g. ) + - **photoUrl** (string, e.g. ) + - **gender** (int, e.g. 1) + - **birthday** (int, e.g. 0) + - **countryId** (string, e.g. ) + - **regionId** (string, e.g. ) + - **cityId** (string, e.g. ) + - **language** (string, e.g. simplified-chinese) + - **recommendUrl** (string, e.g. ) + - **groupId** (int, e.g. 0) + - **regSource** (int, e.g. 4) + - **status** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **status** (int, e.g. 0) + - **expire** (int, e.g. 0) + - **cancellationStatus** (int, e.g. 0) + - **newUser** (int, e.g. 0) + - **loginBannedTime** (int, e.g. 0) + - **anticheatType** (int, e.g. 0) + - **flagStatus1** (string, e.g. 128) + - **anticheatStatus** (string, e.g. 0) + - **FlagHonor** (string, e.g. 1178636) + - **PrivacyPolicyStatus** (int, e.g. 4) + - **csgoFrozenExptime** (int, e.g. 1767707372) + - **platformExp** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **level** (int, e.g. 29) + - **exp** (int, e.g. 26803) + - **steam** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **steamId** (, e.g. 76561199192775594) + - **steamAccount** (string, e.g. ) + - **tradeUrl** (string, e.g. ) + - **rentSteamId** (string, e.g. ) + - **trusted** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **credit** (int, e.g. 2200) + - **creditLevel** (int, e.g. 4) + - **score** (int, e.g. 100000) + - **status** (int, e.g. 1) + - **creditStatus** (int, e.g. 1) + - **certify** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **idType** (int, e.g. 0) + - **status** (int, e.g. 1) + - **age** (int, e.g. 23) + - **realName** (string, e.g. ) + - **uidList** (list) + - *[Array Items]* + - **auditStatus** (int, e.g. 1) + - **gender** (int, e.g. 1) + - **identity** (dict) + - **uid** (<5eid>, int, e.g. 13048069) + - **type** (int, e.g. 0) + - **extras** (string, e.g. ) + - **status** (int, e.g. 0) + - **slogan** (string, e.g. ) + - **identity_list** (list) + - *[Array Items]* + - **slogan_ext** (string, e.g. ) + - **live_url** (string, e.g. ) + - **live_type** (int, e.g. 0) + - **usernameAuditStatus** (int, e.g. 1) + - **Accid** (string, e.g. 57cd6b98be64949589a6cecf7d258cd1) + - **teamID** (int, e.g. 0) + - **domain** (string, e.g. 13048069yf1jto) + - **trumpetCount** (int, e.g. 3) + - **season_type** (int, e.g. 0) +- **code** (int, e.g. 0) +- **message** (string, e.g. 操作成功) +- **status** (bool, e.g. True) +- **timestamp** (int, e.g. 1768931731) +- **ext** (list) + - *[Array Items]* +- **trace_id** (string, e.g. 8ae4feeb19cc4ed3a24a8a00f056d023) +- **success** (bool, e.g. True) +- **errcode** (int, e.g. 0) + +--- + +## Category: `crane/http/api/data/vip_plus_match_data/{match_id}` +**Total Requests**: 179 + +- **data** (dict) + - **** (dict) + - **fd_ct** (int, e.g. 2) + - **fd_t** (int, e.g. 2) + - **kast** (float, int, e.g. 0.7) + - **awp_kill** (int, e.g. 2) + - **awp_kill_ct** (int, e.g. 5) + - **awp_kill_t** (int, e.g. 2) + - **damage_stats** (int, e.g. 3) + - **damage_receive** (int, e.g. 0) +- **code** (int, e.g. 0) +- **message** (string, e.g. 操作成功) +- **status** (bool, e.g. True) +- **timestamp** (int, e.g. 1768931714) +- **ext** (list) + - *[Array Items]* +- **trace_id** (string, e.g. cff29d5dcdd6285b80d11bbb4a8a7da0) +- **success** (bool, e.g. True) +- **errcode** (int, e.g. 0) + +--- + +## Category: `crane/http/api/match/leetify_rating/{match_id}` +**Total Requests**: 5 + +- **data** (dict) + - **leetify_data** (dict) + - **round_stat** (list) + - *[Array Items]* + - **round** (int, e.g. 2) + - **t_money_group** (int, e.g. 3) + - **ct_money_group** (int, e.g. 3) + - **win_reason** (int, e.g. 2) + - **bron_equipment** (dict) + - **** (list) + - *[Array Items]* + - **Money** (int, e.g. 400) + - **WeaponName** (string, e.g. weapon_flashbang) + - **Weapon** (int, e.g. 22) + - **player_t_score** (dict) + - **** (float, int, e.g. -21.459999999999997) + - **player_ct_score** (dict) + - **** (float, int, e.g. 17.099999999999994) + - **player_bron_crash** (dict) + - **** (int, e.g. 4200) + - **begin_ts** (string, e.g. 2026-01-18T19:57:29+08:00) + - **sfui_event** (dict) + - **sfui_type** (int, e.g. 2) + - **score_ct** (int, e.g. 2) + - **score_t** (int, e.g. 2) + - **end_ts** (string, e.g. 2026-01-18T19:54:37+08:00) + - **show_event** (list) + - *[Array Items]* + - **ts_real** (string, e.g. 0001-01-01T00:00:00Z) + - **ts** (int, e.g. 45) + - **t_num** (int, e.g. 2) + - **ct_num** (int, e.g. 2) + - **event_type** (int, e.g. 3) + - **kill_event** (dict, null) + - **Ts** (string, e.g. 2026-01-18T19:54:06+08:00) + - **Killer** (, e.g. 76561199787406643) + - **Victim** (, e.g. 76561199388433802) + - **Weapon** (int, e.g. 6) + - **KillerTeam** (int, e.g. 1) + - **KillerBot** (bool, e.g. False) + - **VictimBot** (bool, e.g. False) + - **WeaponName** (string, e.g. usp_silencer) + - **Headshot** (bool, e.g. False) + - **Penetrated** (bool, e.g. False) + - **ThroughSmoke** (bool, e.g. False) + - **NoScope** (bool, e.g. False) + - **AttackerBlind** (bool, e.g. False) + - **Attackerinair** (bool, e.g. False) + - **twin** (float, int, e.g. 0.143) + - **c_twin** (float, int, e.g. 0.44299999999999995) + - **twin_change** (float, int, e.g. -0.21600000000000003) + - **c_twin_change** (float, int, e.g. 0.21600000000000003) + - **killer_score_change** (dict, null) + - **** (dict) + - **score** (float, int, e.g. 17.099999999999994) + - **victim_score_change** (dict, null) + - **** (dict) + - **score** (float, int, e.g. -15.8) + - **assist_killer_score_change** (dict, null) + - **** (dict) + - **score** (float, e.g. 2.592) + - **trade_score_change** (dict, null) + - **** (dict) + - **score** (float, e.g. 2.2100000000000004) + - **flash_assist_killer_score_change** (dict, null) + - **** (dict) + - **score** (float, e.g. 1.1520000000000001) + - **protect_gun_player_score_change** (dict, null) + - **** (dict) + - **score** (float, e.g. 5.8999999999999995) + - **protect_gun_enemy_score_change** (dict, null) + - **** (dict) + - **score** (float, e.g. -1.18) + - **disconnect_player_score_change** (null, e.g. None) + - **disconnect_comp_score_change** (null, e.g. None) + - **round_end_fixed_score_change** (dict, null) + - **** (dict) + - **score** (float, int, e.g. 20) + - **win_reason** (int, e.g. 2) + - **side_info** (dict) + - **ct** (list) + - *[Array Items]* + - **t** (list) + - *[Array Items]* + - **player_scores** (dict) + - **** (float, e.g. 12.491187500000002) + - **player_t_scores** (dict) + - **** (float, e.g. 19.06) + - **player_ct_scores** (dict) + - **** (float, e.g. -0.009666666666665455) + - **round_total** (int, e.g. 18) + - **player_round_scores** (dict) + - **** (dict) + - **** (float, int, e.g. 32.347) + - **uinfo_dict** (dict) + - **** (dict) + - **uid** (<5eid>, int, e.g. 14889445) + - **uuid** (string, e.g. 13f7dc52-ea7c-11ed-9ce2-ec0d9a495494) + - **username** (string, e.g. 刚拉) + - **nickname** (string, e.g. ) + - **reg_date** (int, e.g. 1683007881) + - **username_spam_status** (int, e.g. 1) + - **steamid_64** (, e.g. 76561199032002725) + - **avatar_url** (string, e.g. disguise/images/6f/89/6f89b22633cb95df1754fd30573c5ad6.png) + - **gender** (int, e.g. 1) + - **country_id** (string, e.g. ) + - **language** (string, e.g. ) + - **domain** (string, e.g. rrrtina) + - **credit** (int, e.g. 0) + - **trusted_score** (int, e.g. 0) + - **trusted_status** (int, e.g. 0) + - **plus_info** (null, e.g. None) + - **region** (int, e.g. 0) + - **province** (int, e.g. 0) + - **province_name** (string, e.g. ) + - **region_name** (string, e.g. ) + - **college_id** (int, e.g. 0) + - **status** (int, e.g. 0) + - **identity** (null, e.g. None) +- **code** (int, e.g. 0) +- **message** (string, e.g. 操作成功) +- **status** (bool, e.g. True) +- **timestamp** (int, e.g. 1768833830) +- **ext** (list) + - *[Array Items]* +- **trace_id** (string, e.g. 376e200283d19770bdef6dacf260f40f) +- **success** (bool, e.g. True) +- **errcode** (int, e.g. 0) + +--- + +## Category: `crane/http/api/match/round/{match_id}` +**Total Requests**: 174 + +- **data** (dict) + - **round_list** (list) + - *[Array Items]* + - **all_kill** (list) + - *[Array Items]* + - **attacker** (dict) + - **name** (string, e.g. 5E-Player 我有必胜卡组) + - **pos** (dict) + - **x** (int, e.g. 734) + - **y** (int, e.g. 125) + - **z** (int, e.g. 0) + - **steamid_64** (, e.g. 76561198330488905) + - **team** (int, e.g. 1) + - **attackerblind** (bool, e.g. False) + - **headshot** (bool, e.g. False) + - **noscope** (bool, e.g. False) + - **pasttime** (int, e.g. 45) + - **penetrated** (bool, e.g. False) + - **throughsmoke** (bool, e.g. False) + - **victim** (dict) + - **name** (<5eid>, string, e.g. 5E-Player 青青C原懒大王w) + - **pos** (dict) + - **x** (int, e.g. 1218) + - **y** (int, e.g. 627) + - **z** (int, e.g. 0) + - **steamid_64** (, string, e.g. 76561199482118960) + - **team** (int, e.g. 1) + - **weapon** (string, e.g. usp_silencer) + - **kill** (dict) + - **** (list) + - *[Array Items]* + - **attacker** (dict) + - **name** (string, e.g. 5E-Player 我有必胜卡组) + - **pos** (dict) + - **x** (int, e.g. 734) + - **y** (int, e.g. 149) + - **z** (int, e.g. 0) + - **steamid_64** (, e.g. 76561198330488905) + - **team** (int, e.g. 1) + - **attackerblind** (bool, e.g. False) + - **headshot** (bool, e.g. False) + - **noscope** (bool, e.g. False) + - **pasttime** (int, e.g. 24) + - **penetrated** (bool, e.g. False) + - **throughsmoke** (bool, e.g. False) + - **victim** (dict) + - **name** (<5eid>, string, e.g. 5E-Player 青青C原懒大王w) + - **pos** (dict) + - **x** (int, e.g. 1218) + - **y** (int, e.g. 627) + - **z** (int, e.g. 0) + - **steamid_64** (, string, e.g. 76561198812383596) + - **team** (int, e.g. 1) + - **weapon** (string, e.g. usp_silencer) + - **c4_event** (list) + - *[Array Items]* + - **event_name** (string, e.g. planted_c4) + - **location** (string, e.g. ) + - **name** (string, e.g. 5E-Player 我有必胜卡组) + - **pasttime** (int, e.g. 45) + - **steamid_64** (, e.g. 76561198330488905) + - **current_score** (dict) + - **ct** (int, e.g. 2) + - **final_round_time** (int, e.g. 68) + - **pasttime** (int, e.g. 57) + - **t** (int, e.g. 2) + - **type** (int, e.g. 2) + - **death_list** (list) + - *[Array Items]* + - **equiped** (dict) + - **** (list) + - *[Array Items]* + - **** (list) + - *[Array Items]* + - **round_kill_event** (list) + - *[Array Items]* + - **weapon_list** (dict) + - **defuser** (list) + - *[Array Items]* + - **item** (list) + - *[Array Items]* + - **main_weapon** (list) + - *[Array Items]* + - **other_item** (list) + - *[Array Items]* + - **secondary_weapon** (list) + - *[Array Items]* +- **code** (int, e.g. 0) +- **message** (string, e.g. 操作成功) +- **status** (bool, e.g. True) +- **timestamp** (int, e.g. 1768931714) +- **ext** (list) + - *[Array Items]* +- **trace_id** (string, e.g. c2ee4f45abd89f1c90dc1cc390d21d33) +- **success** (bool, e.g. True) +- **errcode** (int, e.g. 0) + +--- + diff --git a/utils/__init__.py b/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/utils/json_extractor/analyze_structure.py b/utils/json_extractor/analyze_structure.py new file mode 100644 index 0000000..87fbb4c --- /dev/null +++ b/utils/json_extractor/analyze_structure.py @@ -0,0 +1,101 @@ +import json +import os +from pathlib import Path +from collections import defaultdict + +def analyze_structures(root_dir): + p = Path(root_dir) + files = list(p.rglob("iframe_network.json")) + + fight_keys = set() + fight_t_keys = set() + fight_ct_keys = set() + + file_categories = defaultdict(set) + + for filepath in files: + try: + with open(filepath, 'r', encoding='utf-8') as f: + data = json.load(f) + except: + continue + + if not isinstance(data, list): + continue + + has_round = False + has_leetify = False + + for entry in data: + url = entry.get('url', '') + body = entry.get('body') + + if "api/match/round/" in url: + has_round = True + if "api/match/leetify_rating/" in url: + has_leetify = True + + # Check for fight structures in data/match + if "api/data/match/" in url and isinstance(body, dict): + main_data = body.get('data', {}) + if isinstance(main_data, dict): + # Check group_N -> items -> fight/fight_t/fight_ct + for k, v in main_data.items(): + if k.startswith('group_') and isinstance(v, list): + for player in v: + if isinstance(player, dict): + if 'fight' in player and isinstance(player['fight'], dict): + fight_keys.update(player['fight'].keys()) + if 'fight_t' in player and isinstance(player['fight_t'], dict): + fight_t_keys.update(player['fight_t'].keys()) + if 'fight_ct' in player and isinstance(player['fight_ct'], dict): + fight_ct_keys.update(player['fight_ct'].keys()) + + if has_round: + file_categories['round_only'].add(str(filepath)) + if has_leetify: + file_categories['leetify_only'].add(str(filepath)) + if has_round and has_leetify: + file_categories['both'].add(str(filepath)) + + print("Structure Analysis Results:") + print("-" * 30) + print(f"Files with Round API: {len(file_categories['round_only'])}") + print(f"Files with Leetify API: {len(file_categories['leetify_only'])}") + print(f"Files with BOTH: {len(file_categories['both'])}") + + # Calculate intersections for files + round_files = file_categories['round_only'] + leetify_files = file_categories['leetify_only'] + intersection = round_files.intersection(leetify_files) # This should be same as 'both' logic above if set correctly, but let's be explicit + # Actually my logic above adds to sets independently. + + only_round = round_files - leetify_files + only_leetify = leetify_files - round_files + both = round_files.intersection(leetify_files) + + print(f"Files with ONLY Round: {len(only_round)}") + print(f"Files with ONLY Leetify: {len(only_leetify)}") + print(f"Files with BOTH: {len(both)}") + + print("\nFight Structure Analysis:") + print("-" * 30) + print(f"Fight keys count: {len(fight_keys)}") + print(f"Fight_T keys count: {len(fight_t_keys)}") + print(f"Fight_CT keys count: {len(fight_ct_keys)}") + + all_keys = fight_keys | fight_t_keys | fight_ct_keys + + missing_in_fight = all_keys - fight_keys + missing_in_t = all_keys - fight_t_keys + missing_in_ct = all_keys - fight_ct_keys + + if not missing_in_fight and not missing_in_t and not missing_in_ct: + print("PERFECT MATCH: fight, fight_t, and fight_ct have identical keys.") + else: + if missing_in_fight: print(f"Keys missing in 'fight': {missing_in_fight}") + if missing_in_t: print(f"Keys missing in 'fight_t': {missing_in_t}") + if missing_in_ct: print(f"Keys missing in 'fight_ct': {missing_in_ct}") + +if __name__ == "__main__": + analyze_structures("output_arena") diff --git a/utils/json_extractor/extractor.py b/utils/json_extractor/extractor.py new file mode 100644 index 0000000..255306d --- /dev/null +++ b/utils/json_extractor/extractor.py @@ -0,0 +1,243 @@ +import json +import os +from pathlib import Path +from urllib.parse import urlparse +from collections import defaultdict +from .rules import is_ignored_url, get_key_mask, get_value_type + +class SchemaExtractor: + def __init__(self): + # schemas: category -> schema_node + self.schemas = {} + self.url_counts = defaultdict(int) + + def get_url_category(self, url): + """ + Derives a category name from the URL. + """ + parsed = urlparse(url) + path = parsed.path + parts = path.strip('/').split('/') + cleaned_parts = [] + for p in parts: + # Mask Match IDs (e.g., g161-...) + if p.startswith('g161-'): + cleaned_parts.append('{match_id}') + # Mask other long numeric IDs + elif p.isdigit() and len(p) > 4: + cleaned_parts.append('{id}') + else: + cleaned_parts.append(p) + + category = "/".join(cleaned_parts) + if not category: + category = "root" + return category + + def process_directory(self, root_dir): + """ + Iterates over all iframe_network.json files in the directory. + """ + p = Path(root_dir) + # Use rglob to find all iframe_network.json files + files = list(p.rglob("iframe_network.json")) + print(f"Found {len(files)} files to process.") + + for i, filepath in enumerate(files): + if i % 10 == 0: + print(f"Processing {i}/{len(files)}: {filepath}") + self.process_file(filepath) + + def process_file(self, filepath): + try: + with open(filepath, 'r', encoding='utf-8') as f: + data = json.load(f) + except Exception as e: + # print(f"Error reading {filepath}: {e}") + return + + if not isinstance(data, list): + return + + for entry in data: + url = entry.get('url', '') + if not url or is_ignored_url(url): + continue + + status = entry.get('status') + if status != 200: + continue + + body = entry.get('body') + # Skip empty bodies or bodies that are just empty dicts if that's not useful + if not body: + continue + + category = self.get_url_category(url) + self.url_counts[category] += 1 + + if category not in self.schemas: + self.schemas[category] = None + + self.schemas[category] = self.merge_value(self.schemas[category], body) + + def merge_value(self, schema, value): + """ + Merges a value into the existing schema. + """ + val_type = get_value_type(value) + + if schema is None: + schema = { + "types": {val_type}, + "count": 1 + } + else: + schema["count"] += 1 + schema["types"].add(val_type) + + # Handle Dicts + if isinstance(value, dict): + if "properties" not in schema: + schema["properties"] = {} + + for k, v in value.items(): + masked_key = get_key_mask(k) + schema["properties"][masked_key] = self.merge_value( + schema["properties"].get(masked_key), + v + ) + + # Handle Lists + elif isinstance(value, list): + if "items" not in schema: + schema["items"] = None + + for item in value: + schema["items"] = self.merge_value(schema["items"], item) + + # Handle Primitives (Capture examples if needed, currently just tracking types) + else: + if "examples" not in schema: + schema["examples"] = set() + if len(schema["examples"]) < 5: + # Store string representation to avoid type issues in set + schema["examples"].add(str(value)) + + return schema + + def to_serializable(self, schema): + """ + Converts the internal schema structure (with sets) to a JSON-serializable format. + """ + if schema is None: + return None + + res = { + "types": list(sorted(schema["types"])), + "count": schema["count"] + } + + if "properties" in schema: + res["properties"] = { + k: self.to_serializable(v) + for k, v in sorted(schema["properties"].items()) + } + + if "items" in schema: + res["items"] = self.to_serializable(schema["items"]) + + if "examples" in schema: + res["examples"] = list(sorted(schema["examples"])) + + return res + + def export_report(self, output_path): + report = {} + for category, schema in self.schemas.items(): + report[category] = self.to_serializable(schema) + + with open(output_path, 'w', encoding='utf-8') as f: + json.dump(report, f, indent=2, ensure_ascii=False) + print(f"Report saved to {output_path}") + + def export_markdown_summary(self, output_path): + """ + Generates a Markdown summary of the hierarchy. + """ + with open(output_path, 'w', encoding='utf-8') as f: + f.write("# Schema Hierarchy Report\n\n") + + for category, schema in sorted(self.schemas.items()): + f.write(f"## Category: `{category}`\n") + f.write(f"**Total Requests**: {self.url_counts[category]}\n\n") + + self._write_markdown_schema(f, schema, level=0) + f.write("\n---\n\n") + print(f"Markdown summary saved to {output_path}") + + def export_csv_summary(self, output_path): + """ + Generates a CSV summary of the flattened schema. + """ + import csv + with open(output_path, 'w', encoding='utf-8', newline='') as f: + writer = csv.writer(f) + writer.writerow(["Category", "Path", "Types", "Examples"]) + + for category, schema in sorted(self.schemas.items()): + self._write_csv_schema(writer, category, schema, path="") + print(f"CSV summary saved to {output_path}") + + def _write_csv_schema(self, writer, category, schema, path): + if schema is None: + return + + current_types = list(sorted(schema["types"])) + type_str = ", ".join(map(str, current_types)) + + # If it's a leaf or has no properties/items + is_leaf = "properties" not in schema and "items" not in schema + + if is_leaf: + examples = list(schema.get("examples", [])) + ex_str = "; ".join(examples[:3]) if examples else "" + writer.writerow([category, path, type_str, ex_str]) + + if "properties" in schema: + for k, v in schema["properties"].items(): + new_path = f"{path}.{k}" if path else k + self._write_csv_schema(writer, category, v, new_path) + + if "items" in schema: + new_path = f"{path}[]" + self._write_csv_schema(writer, category, schema["items"], new_path) + + def _write_markdown_schema(self, f, schema, level=0): + if schema is None: + return + + indent = " " * level + types = schema["types"] + type_str = ", ".join([str(t) for t in types]) + + # If it's a leaf (no props, no items) + if "properties" not in schema and "items" not in schema: + # Show examples + examples = schema.get("examples", []) + ex_str = f" (e.g., {', '.join(list(examples)[:3])})" if examples else "" + return # We handle leaf printing in the parent loop for keys, or here if it's a root/list item + + if "properties" in schema: + for k, v in schema["properties"].items(): + v_types = ", ".join(list(sorted(v["types"]))) + v_ex = list(v.get("examples", [])) + v_ex_str = f", e.g. {v_ex[0]}" if v_ex and "dict" not in v["types"] and "list" not in v["types"] else "" + + f.write(f"{indent}- **{k}** ({v_types}{v_ex_str})\n") + self._write_markdown_schema(f, v, level + 1) + + if "items" in schema: + f.write(f"{indent}- *[Array Items]*\n") + self._write_markdown_schema(f, schema["items"], level + 1) + diff --git a/utils/json_extractor/main.py b/utils/json_extractor/main.py new file mode 100644 index 0000000..0a764eb --- /dev/null +++ b/utils/json_extractor/main.py @@ -0,0 +1,35 @@ +import sys +import os +import argparse + +# Add project root to path so we can import utils.json_extractor +current_dir = os.path.dirname(os.path.abspath(__file__)) +project_root = os.path.dirname(os.path.dirname(current_dir)) +sys.path.append(project_root) + +from utils.json_extractor.extractor import SchemaExtractor + +def main(): + parser = argparse.ArgumentParser(description="Extract JSON schema from 5E Arena data.") + parser.add_argument("--input", default="output_arena", help="Input directory containing iframe_network.json files") + parser.add_argument("--output-json", default="output_reports/schema_full.json", help="Output JSON report path") + parser.add_argument("--output-md", default="output_reports/schema_summary.md", help="Output Markdown summary path") + parser.add_argument("--output-csv", default="output_reports/schema_flat.csv", help="Output CSV flat report path") + + args = parser.parse_args() + + print(f"Starting extraction from {args.input}...") + extractor = SchemaExtractor() + extractor.process_directory(args.input) + + # Ensure output directory exists + os.makedirs(os.path.dirname(args.output_json), exist_ok=True) + os.makedirs(os.path.dirname(args.output_md), exist_ok=True) + + extractor.export_report(args.output_json) + extractor.export_markdown_summary(args.output_md) + extractor.export_csv_summary(args.output_csv) + print("Done.") + +if __name__ == "__main__": + main() diff --git a/utils/json_extractor/rules.py b/utils/json_extractor/rules.py new file mode 100644 index 0000000..ccbe180 --- /dev/null +++ b/utils/json_extractor/rules.py @@ -0,0 +1,81 @@ +import re + +# Regex patterns for masking sensitive/dynamic data +STEAMID_REGEX = re.compile(r"^7656\d+$") +FIVE_E_ID_REGEX = re.compile(r"^1\d{7}$") # 1 followed by 7 digits (8 digits total) + +# Group merging +GROUP_KEY_REGEX = re.compile(r"^group_\d+$") + +# URL Exclusion patterns +# We skip these URLs as they are analytics/auth related and not data payload +IGNORE_URL_PATTERNS = [ + r"sentry_key=", + r"gate\.5eplay\.com/blacklistfront", + r"favicon\.ico", +] + +# URL Inclusion/Interest patterns (Optional, if we want to be strict) +# INTEREST_URL_PATTERNS = [ +# r"api/data/match", +# r"leetify", +# ] + +def is_ignored_url(url): + for pattern in IGNORE_URL_PATTERNS: + if re.search(pattern, url): + return True + return False + +def get_key_mask(key): + """ + Returns a masked key name if it matches a pattern (e.g. group_1 -> group_N). + Otherwise returns the key itself. + """ + if GROUP_KEY_REGEX.match(key): + return "group_N" + if STEAMID_REGEX.match(key): + return "" + if FIVE_E_ID_REGEX.match(key): + return "<5eid>" + + # Merge fight variants + if key in ["fight", "fight_t", "fight_ct"]: + return "fight_any" + + # Merge numeric keys (likely round numbers) + if key.isdigit(): + return "" + + return key + +def get_value_type(value): + """ + Returns a generalized type string for a value, masking IDs. + """ + if value is None: + return "null" + if isinstance(value, bool): + return "bool" + if isinstance(value, int): + # Check for IDs + s_val = str(value) + if FIVE_E_ID_REGEX.match(s_val): + return "<5eid>" + if STEAMID_REGEX.match(s_val): + return "" + return "int" + if isinstance(value, float): + return "float" + if isinstance(value, str): + if FIVE_E_ID_REGEX.match(value): + return "<5eid>" + if STEAMID_REGEX.match(value): + return "" + # Heuristic for other IDs or timestamps could go here + return "string" + if isinstance(value, list): + return "list" + if isinstance(value, dict): + return "dict" + return "unknown"