tests/testthat/_snaps/basic-workflow.md
In psychelzh/tarflow.iquizoo: Setup "targets" Workflows for "iquizoo" Data Processing
Workflow works
{
"type": "character",
"attributes": {},
"value": ["contents_origin", "indices_383674715747205", "indices_383679060169477", "indices_383791726646021", "indices_383795602420485", "progress_hash_555452035072389", "raw_data_383674715747205", "raw_data_383679060169477", "raw_data_383791726646021", "raw_data_383795602420485", "raw_data_388200929063813", "raw_data_388594665001861", "raw_data_391556354638725", "raw_data_parsed_383674715747205", "raw_data_parsed_383679060169477", "raw_data_parsed_383791726646021", "raw_data_parsed_383795602420485", "raw_data_parsed_388200929063813", "raw_data_parsed_388594665001861", "raw_data_parsed_391556354638725", "scores", "scores_383674715747205", "scores_383679060169477", "scores_383791726646021", "scores_383795602420485", "scores_388200929063813", "scores_388594665001861", "scores_391556354638725", "users"]
}
{
"type": "list",
"attributes": {
"names": {
"type": "character",
"attributes": {},
"value": ["user_id", "user_name", "user_sex", "user_dob", "user_id_card", "user_id_student", "user_phone", "organization_name", "organization_country", "organization_province", "organization_city", "organization_district", "grade_name", "class_name_admin", "class_name_teach"]
},
"row.names": {
"type": "integer",
"attributes": {},
"value": [1, 2, 3, 4, 5, 6, 7]
},
"class": {
"type": "character",
"attributes": {},
"value": ["tbl_df", "tbl", "data.frame"]
}
},
"value": [
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["integer64"]
}
},
"value": [2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309]
},
{
"type": "character",
"attributes": {},
"value": ["陈佳洋", "茹祎", "于胜蓝", "李荟镕", "张忱涵", "连宗鸿", "徐小琳"]
},
{
"type": "integer",
"attributes": {},
"value": [2, 2, 2, 2, 2, 2, 2]
},
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["Date"]
}
},
"value": [-25202, -25201, -25200, -25199, -25198, -25197, -25196]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学"]
},
{
"type": "character",
"attributes": {},
"value": ["中国", "中国", "中国", "中国", "中国", "中国", "中国"]
},
{
"type": "character",
"attributes": {},
"value": ["北京市", "北京市", "北京市", "北京市", "北京市", "北京市", "北京市"]
},
{
"type": "character",
"attributes": {},
"value": ["市辖区", "市辖区", "市辖区", "市辖区", "市辖区", "市辖区", "市辖区"]
},
{
"type": "character",
"attributes": {},
"value": ["海淀区", "海淀区", "海淀区", "海淀区", "海淀区", "海淀区", "海淀区"]
},
{
"type": "character",
"attributes": {},
"value": ["睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验"]
},
{
"type": "character",
"attributes": {},
"value": ["行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April"]
},
{
"type": "character",
"attributes": {},
"value": [null, null, null, null, null, null, null]
}
]
}
{
"type": "list",
"attributes": {
"names": {
"type": "character",
"attributes": {},
"value": ["project_id", "user_id", "game_id", "game_version", "game_time", "ability_id", "game_stage", "game_star", "game_score_raw", "game_score_std"]
},
"row.names": {
"type": "integer",
"attributes": {},
"value": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49]
},
"class": {
"type": "character",
"attributes": {},
"value": ["data.frame"]
}
},
"value": [
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["integer64"]
}
},
"value": [2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309, 2.74429768e-309]
},
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["integer64"]
}
},
"value": [2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309]
},
{
"type": "double",
"attributes": {
"class": {
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"attributes": {},
"value": ["integer64"]
}
},
"value": [1.89560496e-309, 1.89560496e-309, 1.89560496e-309, 1.89560496e-309, 1.89560496e-309, 1.89560496e-309, 1.89560496e-309, 1.89562643e-309, 1.89562643e-309, 1.89562643e-309, 1.89562643e-309, 1.89562643e-309, 1.89562643e-309, 1.89562643e-309, 1.89618307e-309, 1.89618307e-309, 1.89618307e-309, 1.89618307e-309, 1.89618307e-309, 1.89618307e-309, 1.89618307e-309, 1.89620222e-309, 1.89620222e-309, 1.89620222e-309, 1.89620222e-309, 1.89620222e-309, 1.89620222e-309, 1.89620222e-309, 1.91796743e-309, 1.91796743e-309, 1.91796743e-309, 1.91796743e-309, 1.91796743e-309, 1.91796743e-309, 1.91796743e-309, 1.91991274e-309, 1.91991274e-309, 1.91991274e-309, 1.91991274e-309, 1.91991274e-309, 1.91991274e-309, 1.91991274e-309, 1.93454543e-309, 1.93454543e-309, 1.93454543e-309, 1.93454543e-309, 1.93454543e-309, 1.93454543e-309, 1.93454543e-309]
},
{
"type": "character",
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"value": ["1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "1.0.0", "", "", "", "", "", "", "", "", "", "", "", "", "", ""]
},
{
"type": "double",
"attributes": {
"tzone": {
"type": "character",
"attributes": {},
"value": ["UTC"]
},
"class": {
"type": "character",
"attributes": {},
"value": ["POSIXct", "POSIXt"]
}
},
"value": [1681982990, 1681983549, 1681985473, 1681985928, 1681987439, 1681988555, 1681988878, 1681983054, 1681983633, 1681985540, 1681986023, 1681987536, 1681988613, 1681988956, 1681983245, 1681983843, 1681985675, 1681986218, 1681987764, 1681988767, 1681989104, 1681983341, 1681983950, 1681985742, 1681986338, 1681987893, 1681988820, 1681989201, 1681982923, 1681983470, 1681985408, 1681985868, 1681987354, 1681988489, 1681988797, 1681982784, 1681983237, 1681985329, 1681985755, 1681987218, 1681988416, 1681988719, 1681983351, 1681983969, 1681985754, 1681986356, 1681987913, 1681988834, 1681989212]
},
{
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"attributes": {
"class": {
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"attributes": {},
"value": ["integer64"]
}
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"value": [1.89560665e-309, 1.89560665e-309, 1.89560665e-309, 1.89560665e-309, 1.89560665e-309, 1.89560665e-309, 1.89560665e-309, 1.89563061e-309, 1.89563061e-309, 1.89563061e-309, 1.89563061e-309, 1.89563061e-309, 1.89563061e-309, 1.89563061e-309, 1.89618415e-309, 1.89618415e-309, 1.89618415e-309, 1.89618415e-309, 1.89618415e-309, 1.89618415e-309, 1.89618415e-309, 1.89620278e-309, 1.89620278e-309, 1.89620278e-309, 1.89620278e-309, 1.89620278e-309, 1.89620278e-309, 1.89620278e-309, 1.9179678e-309, 1.9179678e-309, 1.9179678e-309, 1.9179678e-309, 1.9179678e-309, 1.9179678e-309, 1.9179678e-309, 1.91991319e-309, 1.91991319e-309, 1.91991319e-309, 1.91991319e-309, 1.91991319e-309, 1.91991319e-309, 1.91991319e-309, 1.93454615e-309, 1.93454615e-309, 1.93454615e-309, 1.93454615e-309, 1.93454615e-309, 1.93454615e-309, 1.93454615e-309]
},
{
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"attributes": {},
"value": [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
},
{
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"value": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
},
{
"type": "double",
"attributes": {},
"value": [-0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, -0.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
},
{
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"value": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
}
]
}
Users properties fetching correctly
{
"type": "character",
"attributes": {},
"value": ["contents_origin", "progress_hash_747856293872261", "scores", "scores_268008982667388", "users"]
}
{
"type": "list",
"attributes": {
"names": {
"type": "character",
"attributes": {},
"value": ["user_id", "user_name", "user_sex", "user_dob", "user_id_card", "user_id_student", "user_phone", "organization_name", "organization_country", "organization_province", "organization_city", "organization_district", "grade_name", "class_name_admin", "class_name_teach"]
},
"row.names": {
"type": "integer",
"attributes": {},
"value": [1, 2]
},
"class": {
"type": "character",
"attributes": {},
"value": ["tbl_df", "tbl", "data.frame"]
}
},
"value": [
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["integer64"]
}
},
"value": [3.61146143e-309, 3.69490239e-309]
},
{
"type": "character",
"attributes": {},
"value": ["何樱", "测试"]
},
{
"type": "integer",
"attributes": {},
"value": [2, 2]
},
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["Date"]
}
},
"value": [9015, 7305]
},
{
"type": "character",
"attributes": {},
"value": ["", ""]
},
{
"type": "character",
"attributes": {},
"value": ["", ""]
},
{
"type": "character",
"attributes": {},
"value": ["18811601636", "15620178097"]
},
{
"type": "character",
"attributes": {},
"value": ["北京师范大学（测试）", "北京师范大学（测试）"]
},
{
"type": "character",
"attributes": {},
"value": ["中国", "中国"]
},
{
"type": "character",
"attributes": {},
"value": ["北京市", "北京市"]
},
{
"type": "character",
"attributes": {},
"value": ["市辖区", "市辖区"]
},
{
"type": "character",
"attributes": {},
"value": ["海淀区", "海淀区"]
},
{
"type": "character",
"attributes": {},
"value": ["其他测试", "测试"]
},
{
"type": "character",
"attributes": {},
"value": ["测试", "测试"]
},
{
"type": "character",
"attributes": {},
"value": [null, null]
}
]
}
psychelzh/tarflow.iquizoo documentation built on July 16, 2025, 6:03 p.m.
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Workflow works
{
"type": "character",
"attributes": {},
"value": ["contents_origin", "indices_383674715747205", "indices_383679060169477", "indices_383791726646021", "indices_383795602420485", "progress_hash_555452035072389", "raw_data_383674715747205", "raw_data_383679060169477", "raw_data_383791726646021", "raw_data_383795602420485", "raw_data_388200929063813", "raw_data_388594665001861", "raw_data_391556354638725", "raw_data_parsed_383674715747205", "raw_data_parsed_383679060169477", "raw_data_parsed_383791726646021", "raw_data_parsed_383795602420485", "raw_data_parsed_388200929063813", "raw_data_parsed_388594665001861", "raw_data_parsed_391556354638725", "scores", "scores_383674715747205", "scores_383679060169477", "scores_383791726646021", "scores_383795602420485", "scores_388200929063813", "scores_388594665001861", "scores_391556354638725", "users"]
}
{
"type": "list",
"attributes": {
"names": {
"type": "character",
"attributes": {},
"value": ["user_id", "user_name", "user_sex", "user_dob", "user_id_card", "user_id_student", "user_phone", "organization_name", "organization_country", "organization_province", "organization_city", "organization_district", "grade_name", "class_name_admin", "class_name_teach"]
},
"row.names": {
"type": "integer",
"attributes": {},
"value": [1, 2, 3, 4, 5, 6, 7]
},
"class": {
"type": "character",
"attributes": {},
"value": ["tbl_df", "tbl", "data.frame"]
}
},
"value": [
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["integer64"]
}
},
"value": [2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309, 2.0185087e-309]
},
{
"type": "character",
"attributes": {},
"value": ["陈佳洋", "茹祎", "于胜蓝", "李荟镕", "张忱涵", "连宗鸿", "徐小琳"]
},
{
"type": "integer",
"attributes": {},
"value": [2, 2, 2, 2, 2, 2, 2]
},
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
"value": ["Date"]
}
},
"value": [-25202, -25201, -25200, -25199, -25198, -25197, -25196]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["", "", "", "", "", "", ""]
},
{
"type": "character",
"attributes": {},
"value": ["北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学", "北京师范大学"]
},
{
"type": "character",
"attributes": {},
"value": ["中国", "中国", "中国", "中国", "中国", "中国", "中国"]
},
{
"type": "character",
"attributes": {},
"value": ["北京市", "北京市", "北京市", "北京市", "北京市", "北京市", "北京市"]
},
{
"type": "character",
"attributes": {},
"value": ["市辖区", "市辖区", "市辖区", "市辖区", "市辖区", "市辖区", "市辖区"]
},
{
"type": "character",
"attributes": {},
"value": ["海淀区", "海淀区", "海淀区", "海淀区", "海淀区", "海淀区", "海淀区"]
},
{
"type": "character",
"attributes": {},
"value": ["睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验", "睡眠实验"]
},
{
"type": "character",
"attributes": {},
"value": ["行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April", "行为实验1April"]
},
{
"type": "character",
"attributes": {},
"value": [null, null, null, null, null, null, null]
}
]
}
{
"type": "list",
"attributes": {
"names": {
"type": "character",
"attributes": {},
"value": ["project_id", "user_id", "game_id", "game_version", "game_time", "ability_id", "game_stage", "game_star", "game_score_raw", "game_score_std"]
},
"row.names": {
"type": "integer",
"attributes": {},
"value": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49]
},
"class": {
"type": "character",
"attributes": {},
"value": ["data.frame"]
}
},
"value": [
{
"type": "double",
"attributes": {
"class": {
"type": "character",
"attributes": {},
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Users properties fetching correctly
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{
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{
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},
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]
}
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