122324154
This commit is contained in:
Timothyxxx
@@ -24,6 +24,8 @@ todo
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- [x] Add accessibility tree from the OS into the observation space
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- [x] Add accessibility tree from the OS into the observation space
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- [ ] Add pre-process and post-process action support for benchmarking setup and evaluation
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- [ ] Add pre-process and post-process action support for benchmarking setup and evaluation
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- [ ] Multiprocess support, this can enable the reinforcement learning to be more efficient
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- [ ] Multiprocess support, this can enable the reinforcement learning to be more efficient
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- [ ] Experiment logging and visualization system
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- [ ] Add more tasks, maybe scale to 300 for v1.0.0, and create a dynamic leaderboard
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## Road map of benchmark, tools and resources (Proposed)
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## Road map of benchmark, tools and resources (Proposed)
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- [ ] Improve the annotation tool base on DuckTrack, make it more robust which align on accessibility tree
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- [ ] Improve the annotation tool base on DuckTrack, make it more robust which align on accessibility tree
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@@ -11,7 +11,7 @@ logger = logging.getLogger("desktopenv.pycontroller")
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class PythonController:
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class PythonController:
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def __init__(self, vm_ip: str, pkgs_prefix: str = "import pyautogui; import time; {command}"):
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def __init__(self, vm_ip: str, pkgs_prefix: str = "import pyautogui; import time; pyautogui.FAILSAFE = False; {command}"):
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self.vm_ip = vm_ip
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self.vm_ip = vm_ip
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self.http_server = f"http://{vm_ip}:5000"
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self.http_server = f"http://{vm_ip}:5000"
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self.pkgs_prefix = pkgs_prefix # fixme: this is a hacky way to execute python commands. fix it and combine it with installation of packages
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self.pkgs_prefix = pkgs_prefix # fixme: this is a hacky way to execute python commands. fix it and combine it with installation of packages
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@@ -242,18 +242,18 @@ if __name__ == '__main__':
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# main("libreoffice_calc", example_id)
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# main("libreoffice_calc", example_id)
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impress_list = [
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impress_list = [
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# "5d901039-a89c-4bfb-967b-bf66f4df075e",
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"5d901039-a89c-4bfb-967b-bf66f4df075e",
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# "550ce7e7-747b-495f-b122-acdc4d0b8e54",
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"550ce7e7-747b-495f-b122-acdc4d0b8e54",
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# "455d3c66-7dc6-4537-a39a-36d3e9119df7",
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"455d3c66-7dc6-4537-a39a-36d3e9119df7",
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# "af23762e-2bfd-4a1d-aada-20fa8de9ce07",
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"af23762e-2bfd-4a1d-aada-20fa8de9ce07",
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# "c59742c0-4323-4b9d-8a02-723c251deaa0",
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"c59742c0-4323-4b9d-8a02-723c251deaa0",
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# "ef9d12bd-bcee-4ba0-a40e-918400f43ddf",
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"ef9d12bd-bcee-4ba0-a40e-918400f43ddf",
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# "9ec204e4-f0a3-42f8-8458-b772a6797cab",
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"9ec204e4-f0a3-42f8-8458-b772a6797cab",
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# "0f84bef9-9790-432e-92b7-eece357603fb",
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"0f84bef9-9790-432e-92b7-eece357603fb",
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# "ce88f674-ab7a-43da-9201-468d38539e4a",
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"ce88f674-ab7a-43da-9201-468d38539e4a",
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# "3b27600c-3668-4abd-8f84-7bcdebbccbdb",
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"3b27600c-3668-4abd-8f84-7bcdebbccbdb",
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# "a097acff-6266-4291-9fbd-137af7ecd439",
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"a097acff-6266-4291-9fbd-137af7ecd439",
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# "bf4e9888-f10f-47af-8dba-76413038b73c",
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"bf4e9888-f10f-47af-8dba-76413038b73c",
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"21760ecb-8f62-40d2-8d85-0cee5725cb72"
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"21760ecb-8f62-40d2-8d85-0cee5725cb72"
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]
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]
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# for example_id in impress_list:
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# for example_id in impress_list:
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@@ -326,27 +326,106 @@ if __name__ == '__main__':
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# logger.error("An error occurred while running the example: %s", e)
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# logger.error("An error occurred while running the example: %s", e)
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# continue
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# continue
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from tqdm import tqdm
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# for example_id in tqdm(vlc_list):
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# try:
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# main("vlc", example_id, gpt4_model="gpt-3.5-turbo-16k")
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# except Exception as e:
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# print(f"An error occurred while running the example: {e}")
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# continue
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|
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chrome_list = [
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"bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
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|
"7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
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|
"06fe7178-4491-4589-810f-2e2bc9502122",
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|
"e1e75309-3ddb-4d09-92ec-de869c928143",
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|
"35253b65-1c19-4304-8aa4-6884b8218fc0",
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"2ad9387a-65d8-4e33-ad5b-7580065a27ca",
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"7a5a7856-f1b6-42a4-ade9-1ca81ca0f263",
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"44ee5668-ecd5-4366-a6ce-c1c9b8d4e938",
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|
"2ae9ba84-3a0d-4d4c-8338-3a1478dc5fe3",
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|
"480bcfea-d68f-4aaa-a0a9-2589ef319381",
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"af630914-714e-4a24-a7bb-f9af687d3b91"
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]
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# for example_id in tqdm(chrome_list):
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# try:
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# main("chrome", example_id, gpt4_model="gpt-3.5-turbo-16k")
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# except Exception as e:
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# print(f"An error occurred while running the example: {e}")
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# continue
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vs_code_list = [
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# "0ed39f63-6049-43d4-ba4d-5fa2fe04a951",
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|
# "53ad5833-3455-407b-bbc6-45b4c79ab8fb",
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# "eabc805a-bfcf-4460-b250-ac92135819f6",
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# "982d12a5-beab-424f-8d38-d2a48429e511",
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|
# "4e60007a-f5be-4bfc-9723-c39affa0a6d3",
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|
# "e2b5e914-ffe1-44d2-8e92-58f8c5d92bb2",
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|
# "9439a27b-18ae-42d8-9778-5f68f891805e",
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|
# "ea98c5d7-3cf9-4f9b-8ad3-366b58e0fcae",
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|
# "930fdb3b-11a8-46fe-9bac-577332e2640e",
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|
# "276cc624-87ea-4f08-ab93-f770e3790175",
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|
# "9d425400-e9b2-4424-9a4b-d4c7abac4140"
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|
]
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|
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for example_id in tqdm(vs_code_list):
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try:
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main("vs_code", example_id, gpt4_model="gpt-3.5-turbo-16k")
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except Exception as e:
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print(f"An error occurred while running the example: {e}")
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continue
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thunderbird_list = [
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# "bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
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|
# "7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
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|
"12086550-11c0-466b-b367-1d9e75b3910e",
|
||||||
|
"06fe7178-4491-4589-810f-2e2bc9502122",
|
||||||
|
"6766f2b8-8a72-417f-a9e5-56fcaa735837",
|
||||||
|
"e1e75309-3ddb-4d09-92ec-de869c928143",
|
||||||
|
"3d1682a7-0fb0-49ae-a4dc-a73afd2d06d5",
|
||||||
|
"35253b65-1c19-4304-8aa4-6884b8218fc0",
|
||||||
|
"d088f539-cab4-4f9a-ac92-9999fc3a656e",
|
||||||
|
"2ad9387a-65d8-4e33-ad5b-7580065a27ca",
|
||||||
|
"480bcfea-d68f-4aaa-a0a9-2589ef319381",
|
||||||
|
"030eeff7-b492-4218-b312-701ec99ee0cc",
|
||||||
|
"94760984-3ff5-41ee-8347-cf1af709fea0",
|
||||||
|
"99146c54-4f37-4ab8-9327-5f3291665e1e",
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||||||
|
"c9e7eaf2-b1a1-4efc-a982-721972fa9f02"
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|
]
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|
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|
# for example_id in tqdm(thunderbird_list):
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# try:
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# main("thunderbird", example_id, gpt4_model="gpt-3.5-turbo-16k")
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|
# except Exception as e:
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# print(f"An error occurred while running the example: {e}")
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# continue
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|
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multiple_list = [
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multiple_list = [
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"f8cfa149-d1c1-4215-8dac-4a0932bad3c2",
|
# "f8cfa149-d1c1-4215-8dac-4a0932bad3c2",
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"897e3b53-5d4d-444b-85cb-2cdc8a97d903",
|
# "897e3b53-5d4d-444b-85cb-2cdc8a97d903",
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||||||
"4e9f0faf-2ecc-4ae8-a804-28c9a75d1ddc",
|
"2fe4b718-3bd7-46ec-bdce-b184f5653624",
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||||||
"b52b40a5-ad70-4c53-b5b0-5650a8387052",
|
|
||||||
"46407397-a7d5-4c6b-92c6-dbe038b1457b",
|
|
||||||
"2b9493d7-49b8-493a-a71b-56cd1f4d6908",
|
|
||||||
"51f5801c-18b3-4f25-b0c3-02f85507a078",
|
|
||||||
"2c9fc0de-3ee7-45e1-a5df-c86206ad78b5",
|
|
||||||
"510f64c8-9bcc-4be1-8d30-638705850618",
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|
||||||
"937087b6-f668-4ba6-9110-60682ee33441",
|
|
||||||
"ee9a3c83-f437-4879-8918-be5efbb9fac7",
|
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"3680a5ee-6870-426a-a997-eba929a0d25c",
|
"3680a5ee-6870-426a-a997-eba929a0d25c",
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||||||
"e135df7c-7687-4ac0-a5f0-76b74438b53e",
|
# "4e9f0faf-2ecc-4ae8-a804-28c9a75d1ddc",
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||||||
|
# "b52b40a5-ad70-4c53-b5b0-5650a8387052",
|
||||||
|
# "46407397-a7d5-4c6b-92c6-dbe038b1457b",
|
||||||
|
# "2b9493d7-49b8-493a-a71b-56cd1f4d6908",
|
||||||
|
# "51f5801c-18b3-4f25-b0c3-02f85507a078",
|
||||||
"58565672-7bfe-48ab-b828-db349231de6b",
|
"58565672-7bfe-48ab-b828-db349231de6b",
|
||||||
"2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
# "2c9fc0de-3ee7-45e1-a5df-c86206ad78b5",
|
||||||
|
# "510f64c8-9bcc-4be1-8d30-638705850618",
|
||||||
|
# "937087b6-f668-4ba6-9110-60682ee33441",
|
||||||
|
# "ee9a3c83-f437-4879-8918-be5efbb9fac7",
|
||||||
|
# "3680a5ee-6870-426a-a997-eba929a0d25c",
|
||||||
|
# "e135df7c-7687-4ac0-a5f0-76b74438b53e",
|
||||||
|
"ee9a3c83-f437-4879-8918-be5efbb9fac7",
|
||||||
|
# "58565672-7bfe-48ab-b828-db349231de6b",
|
||||||
|
# "2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
||||||
]
|
]
|
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|
|
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for example_id in multiple_list:
|
for example_id in multiple_list:
|
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try:
|
try:
|
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main("multi_apps", example_id)
|
main("multi_apps", example_id, gpt4_model="gpt-3.5-turbo-16k")
|
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except Exception as e:
|
except Exception as e:
|
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logger.error("An error occurred while running the example: %s", e)
|
logger.error("An error occurred while running the example: %s", e)
|
||||||
continue
|
continue
|
||||||
|
|||||||
@@ -123,9 +123,8 @@ def run_one_example(example, agent, max_steps=10, example_trajectory_dir="exp_tr
|
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logger.info("Environment closed.")
|
logger.info("Environment closed.")
|
||||||
|
|
||||||
|
|
||||||
def main(example_class, example_id):
|
def main(example_class, example_id, gpt4_model = "gpt-4-vision-preview"):
|
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action_space = "pyautogui"
|
action_space = "pyautogui"
|
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gpt4_model = "gpt-4-vision-preview"
|
|
||||||
gemini_model = "gemini-pro-vision"
|
gemini_model = "gemini-pro-vision"
|
||||||
|
|
||||||
logger.info("Running example %s/%s", example_class, example_id)
|
logger.info("Running example %s/%s", example_class, example_id)
|
||||||
@@ -137,7 +136,7 @@ def main(example_class, example_id):
|
|||||||
example["snapshot"] = "exp_v5"
|
example["snapshot"] = "exp_v5"
|
||||||
|
|
||||||
api_key = os.environ.get("OPENAI_API_KEY")
|
api_key = os.environ.get("OPENAI_API_KEY")
|
||||||
agent = GPT4v_Agent(api_key=api_key, instruction=example['instruction'], action_space=action_space,
|
agent = GPT4v_Agent(api_key=api_key, model=gpt4_model, instruction=example['instruction'], action_space=action_space,
|
||||||
exp="screenshot")
|
exp="screenshot")
|
||||||
#
|
#
|
||||||
# api_key = os.environ.get("GENAI_API_KEY")
|
# api_key = os.environ.get("GENAI_API_KEY")
|
||||||
@@ -168,35 +167,49 @@ if __name__ == '__main__':
|
|||||||
"af630914-714e-4a24-a7bb-f9af687d3b91"
|
"af630914-714e-4a24-a7bb-f9af687d3b91"
|
||||||
]
|
]
|
||||||
calc_list = [
|
calc_list = [
|
||||||
# "eb03d19a-b88d-4de4-8a64-ca0ac66f426b",
|
"a9f325aa-8c05-4e4f-8341-9e4358565f4f",
|
||||||
# "0bf05a7d-b28b-44d2-955a-50b41e24012a",
|
"ecb0df7a-4e8d-4a03-b162-053391d3afaf",
|
||||||
# "7a4e4bc8-922c-4c84-865c-25ba34136be1",
|
"7efeb4b1-3d19-4762-b163-63328d66303b",
|
||||||
# "2bd59342-0664-4ccb-ba87-79379096cc08",
|
"4e6fcf72-daf3-439f-a232-c434ce416af6",
|
||||||
# "ecb0df7a-4e8d-4a03-b162-053391d3afaf",
|
"6054afcb-5bab-4702-90a0-b259b5d3217c",
|
||||||
# "7efeb4b1-3d19-4762-b163-63328d66303b",
|
"abed40dc-063f-4598-8ba5-9fe749c0615d",
|
||||||
# "4e6fcf72-daf3-439f-a232-c434ce416af6",
|
"01b269ae-2111-4a07-81fd-3fcd711993b0",
|
||||||
# "6054afcb-5bab-4702-90a0-b259b5d3217c",
|
"8b1ce5f2-59d2-4dcc-b0b0-666a714b9a14",
|
||||||
# "abed40dc-063f-4598-8ba5-9fe749c0615d",
|
"af2b02f7-acee-4be4-8b66-499fab394915",
|
||||||
# "01b269ae-2111-4a07-81fd-3fcd711993b0",
|
"da1d63b8-fa12-417b-ba18-f748e5f770f3",
|
||||||
# "8b1ce5f2-59d2-4dcc-b0b0-666a714b9a14",
|
"636380ea-d5f6-4474-b6ca-b2ed578a20f1",
|
||||||
"0cecd4f3-74de-457b-ba94-29ad6b5dafb6",
|
"5ba77536-05c5-4aae-a9ff-6e298d094c3e",
|
||||||
"4188d3a4-077d-46b7-9c86-23e1a036f6c1",
|
"4bc4eaf4-ca5e-4db2-8138-8d4e65af7c0b",
|
||||||
"51b11269-2ca8-4b2a-9163-f21758420e78",
|
"672a1b02-c62f-4ae2-acf0-37f5fb3052b0",
|
||||||
"7e429b8d-a3f0-4ed0-9b58-08957d00b127",
|
"648fe544-16ba-44af-a587-12ccbe280ea6",
|
||||||
"347ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
"8985d1e4-5b99-4711-add4-88949ebb2308",
|
||||||
"6e99a1ad-07d2-4b66-a1ce-ece6d99c20a5",
|
"9e606842-2e27-43bf-b1d1-b43289c9589b",
|
||||||
"3aaa4e37-dc91-482e-99af-132a612d40f3",
|
"fcb6e45b-25c4-4087-9483-03d714f473a9",
|
||||||
"37608790-6147-45d0-9f20-1137bb35703d",
|
"68c0c5b7-96f3-4e87-92a7-6c1b967fd2d2",
|
||||||
"f9584479-3d0d-4c79-affa-9ad7afdd8850",
|
"fff629ea-046e-4793-8eec-1a5a15c3eb35",
|
||||||
"d681960f-7bc3-4286-9913-a8812ba3261a",
|
"5c9a206c-bb00-4fb6-bb46-ee675c187df5",
|
||||||
"21df9241-f8d7-4509-b7f1-37e501a823f7",
|
"e975ae74-79bd-4672-8d1c-dc841a85781d",
|
||||||
"1334ca3e-f9e3-4db8-9ca7-b4c653be7d17",
|
"34a6938a-58da-4897-8639-9b90d6db5391",
|
||||||
"357ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
"b5a22759-b4eb-4bf2-aeed-ad14e8615f19",
|
||||||
"aa3a8974-2e85-438b-b29e-a64df44deb4b",
|
"2f9913a1-51ed-4db6-bfe0-7e1c95b3139e",
|
||||||
"a01fbce3-2793-461f-ab86-43680ccbae25",
|
"2558031e-401d-4579-8e00-3ecf540fb492",
|
||||||
"4f07fbe9-70de-4927-a4d5-bb28bc12c52c",
|
"0cecd4f3-74de-457b-ba94-29ad6b5dafb6",
|
||||||
]
|
"4188d3a4-077d-46b7-9c86-23e1a036f6c1",
|
||||||
|
"51b11269-2ca8-4b2a-9163-f21758420e78",
|
||||||
|
"7e429b8d-a3f0-4ed0-9b58-08957d00b127",
|
||||||
|
"347ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
||||||
|
"6e99a1ad-07d2-4b66-a1ce-ece6d99c20a5",
|
||||||
|
"3aaa4e37-dc91-482e-99af-132a612d40f3",
|
||||||
|
"37608790-6147-45d0-9f20-1137bb35703d",
|
||||||
|
"f9584479-3d0d-4c79-affa-9ad7afdd8850",
|
||||||
|
"d681960f-7bc3-4286-9913-a8812ba3261a",
|
||||||
|
"21df9241-f8d7-4509-b7f1-37e501a823f7",
|
||||||
|
"1334ca3e-f9e3-4db8-9ca7-b4c653be7d17",
|
||||||
|
"357ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
||||||
|
"aa3a8974-2e85-438b-b29e-a64df44deb4b",
|
||||||
|
"a01fbce3-2793-461f-ab86-43680ccbae25",
|
||||||
|
"4f07fbe9-70de-4927-a4d5-bb28bc12c52c"
|
||||||
|
]
|
||||||
# for example_id in calc_list:
|
# for example_id in calc_list:
|
||||||
# main("libreoffice_calc", example_id)
|
# main("libreoffice_calc", example_id)
|
||||||
|
|
||||||
@@ -246,13 +259,13 @@ if __name__ == '__main__':
|
|||||||
#
|
#
|
||||||
|
|
||||||
vs_code_list = [
|
vs_code_list = [
|
||||||
"0ed39f63-6049-43d4-ba4d-5fa2fe04a951",
|
# "0ed39f63-6049-43d4-ba4d-5fa2fe04a951",
|
||||||
"53ad5833-3455-407b-bbc6-45b4c79ab8fb",
|
# "53ad5833-3455-407b-bbc6-45b4c79ab8fb",
|
||||||
"eabc805a-bfcf-4460-b250-ac92135819f6",
|
# "eabc805a-bfcf-4460-b250-ac92135819f6",
|
||||||
"982d12a5-beab-424f-8d38-d2a48429e511",
|
# "982d12a5-beab-424f-8d38-d2a48429e511",
|
||||||
"4e60007a-f5be-4bfc-9723-c39affa0a6d3",
|
# "4e60007a-f5be-4bfc-9723-c39affa0a6d3",
|
||||||
"e2b5e914-ffe1-44d2-8e92-58f8c5d92bb2",
|
# "e2b5e914-ffe1-44d2-8e92-58f8c5d92bb2",
|
||||||
"9439a27b-18ae-42d8-9778-5f68f891805e",
|
# "9439a27b-18ae-42d8-9778-5f68f891805e",
|
||||||
"ea98c5d7-3cf9-4f9b-8ad3-366b58e0fcae",
|
"ea98c5d7-3cf9-4f9b-8ad3-366b58e0fcae",
|
||||||
"930fdb3b-11a8-46fe-9bac-577332e2640e",
|
"930fdb3b-11a8-46fe-9bac-577332e2640e",
|
||||||
"276cc624-87ea-4f08-ab93-f770e3790175",
|
"276cc624-87ea-4f08-ab93-f770e3790175",
|
||||||
@@ -266,28 +279,28 @@ if __name__ == '__main__':
|
|||||||
# logger.error("An error occurred while running the example: %s", e)
|
# logger.error("An error occurred while running the example: %s", e)
|
||||||
# continue
|
# continue
|
||||||
|
|
||||||
multiple_list = [
|
# multiple_list = [
|
||||||
"f8cfa149-d1c1-4215-8dac-4a0932bad3c2",
|
# "f8cfa149-d1c1-4215-8dac-4a0932bad3c2",
|
||||||
"897e3b53-5d4d-444b-85cb-2cdc8a97d903",
|
# "897e3b53-5d4d-444b-85cb-2cdc8a97d903",
|
||||||
"4e9f0faf-2ecc-4ae8-a804-28c9a75d1ddc",
|
# "4e9f0faf-2ecc-4ae8-a804-28c9a75d1ddc",
|
||||||
"b52b40a5-ad70-4c53-b5b0-5650a8387052",
|
# "b52b40a5-ad70-4c53-b5b0-5650a8387052",
|
||||||
"46407397-a7d5-4c6b-92c6-dbe038b1457b",
|
# "46407397-a7d5-4c6b-92c6-dbe038b1457b",
|
||||||
"2b9493d7-49b8-493a-a71b-56cd1f4d6908",
|
# "2b9493d7-49b8-493a-a71b-56cd1f4d6908",
|
||||||
"51f5801c-18b3-4f25-b0c3-02f85507a078",
|
# "51f5801c-18b3-4f25-b0c3-02f85507a078",
|
||||||
"2c9fc0de-3ee7-45e1-a5df-c86206ad78b5",
|
# "2c9fc0de-3ee7-45e1-a5df-c86206ad78b5",
|
||||||
"510f64c8-9bcc-4be1-8d30-638705850618",
|
# "510f64c8-9bcc-4be1-8d30-638705850618",
|
||||||
"937087b6-f668-4ba6-9110-60682ee33441",
|
# "937087b6-f668-4ba6-9110-60682ee33441",
|
||||||
"ee9a3c83-f437-4879-8918-be5efbb9fac7",
|
# "ee9a3c83-f437-4879-8918-be5efbb9fac7",
|
||||||
"3680a5ee-6870-426a-a997-eba929a0d25c",
|
# "3680a5ee-6870-426a-a997-eba929a0d25c",
|
||||||
"e135df7c-7687-4ac0-a5f0-76b74438b53e",
|
# "e135df7c-7687-4ac0-a5f0-76b74438b53e",
|
||||||
"58565672-7bfe-48ab-b828-db349231de6b",
|
# "58565672-7bfe-48ab-b828-db349231de6b",
|
||||||
"2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
# "2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
||||||
]
|
# ]
|
||||||
|
#
|
||||||
for example_id in multiple_list:
|
# for example_id in multiple_list:
|
||||||
try:
|
# try:
|
||||||
main("multi_apps", example_id)
|
# main("multi_apps", example_id)
|
||||||
except Exception as e:
|
# except Exception as e:
|
||||||
logger.error("An error occurred while running the example: %s", e)
|
# logger.error("An error occurred while running the example: %s", e)
|
||||||
continue
|
# continue
|
||||||
|
|
||||||
|
|||||||
@@ -43,7 +43,7 @@ logger.addHandler(sdebug_handler)
|
|||||||
|
|
||||||
logger = logging.getLogger("desktopenv.experiment")
|
logger = logging.getLogger("desktopenv.experiment")
|
||||||
|
|
||||||
PATH_TO_VM = r"C:\Users\tianbaox\Documents\Virtual Machines\Ubuntu\Ubuntu.vmx"
|
PATH_TO_VM = r"C:\Users\tianbaox\Documents\Virtual Machines\Ubuntu2\Ubuntu2.vmx"
|
||||||
|
|
||||||
|
|
||||||
# PATH_TO_VM = "../../../../大文件/镜像/Ubuntu-1218/Ubuntu/Ubuntu.vmx"
|
# PATH_TO_VM = "../../../../大文件/镜像/Ubuntu-1218/Ubuntu/Ubuntu.vmx"
|
||||||
@@ -185,34 +185,49 @@ if __name__ == '__main__':
|
|||||||
# continue
|
# continue
|
||||||
|
|
||||||
calc_list = [
|
calc_list = [
|
||||||
# "eb03d19a-b88d-4de4-8a64-ca0ac66f426b",
|
"a9f325aa-8c05-4e4f-8341-9e4358565f4f",
|
||||||
# "0bf05a7d-b28b-44d2-955a-50b41e24012a",
|
"ecb0df7a-4e8d-4a03-b162-053391d3afaf",
|
||||||
# "7a4e4bc8-922c-4c84-865c-25ba34136be1",
|
"7efeb4b1-3d19-4762-b163-63328d66303b",
|
||||||
# "2bd59342-0664-4ccb-ba87-79379096cc08",
|
"4e6fcf72-daf3-439f-a232-c434ce416af6",
|
||||||
# "ecb0df7a-4e8d-4a03-b162-053391d3afaf",
|
"6054afcb-5bab-4702-90a0-b259b5d3217c",
|
||||||
# "7efeb4b1-3d19-4762-b163-63328d66303b",
|
"abed40dc-063f-4598-8ba5-9fe749c0615d",
|
||||||
# "4e6fcf72-daf3-439f-a232-c434ce416af6",
|
"01b269ae-2111-4a07-81fd-3fcd711993b0",
|
||||||
# "6054afcb-5bab-4702-90a0-b259b5d3217c",
|
"8b1ce5f2-59d2-4dcc-b0b0-666a714b9a14",
|
||||||
# "abed40dc-063f-4598-8ba5-9fe749c0615d",
|
"af2b02f7-acee-4be4-8b66-499fab394915",
|
||||||
# "01b269ae-2111-4a07-81fd-3fcd711993b0",
|
"da1d63b8-fa12-417b-ba18-f748e5f770f3",
|
||||||
# "8b1ce5f2-59d2-4dcc-b0b0-666a714b9a14",
|
"636380ea-d5f6-4474-b6ca-b2ed578a20f1",
|
||||||
# "0cecd4f3-74de-457b-ba94-29ad6b5dafb6",
|
"5ba77536-05c5-4aae-a9ff-6e298d094c3e",
|
||||||
# "4188d3a4-077d-46b7-9c86-23e1a036f6c1",
|
"4bc4eaf4-ca5e-4db2-8138-8d4e65af7c0b",
|
||||||
# "51b11269-2ca8-4b2a-9163-f21758420e78",
|
"672a1b02-c62f-4ae2-acf0-37f5fb3052b0",
|
||||||
# "7e429b8d-a3f0-4ed0-9b58-08957d00b127",
|
"648fe544-16ba-44af-a587-12ccbe280ea6",
|
||||||
# "347ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
"8985d1e4-5b99-4711-add4-88949ebb2308",
|
||||||
# "6e99a1ad-07d2-4b66-a1ce-ece6d99c20a5",
|
"9e606842-2e27-43bf-b1d1-b43289c9589b",
|
||||||
# "3aaa4e37-dc91-482e-99af-132a612d40f3",
|
"fcb6e45b-25c4-4087-9483-03d714f473a9",
|
||||||
# "37608790-6147-45d0-9f20-1137bb35703d",
|
"68c0c5b7-96f3-4e87-92a7-6c1b967fd2d2",
|
||||||
# "f9584479-3d0d-4c79-affa-9ad7afdd8850",
|
"fff629ea-046e-4793-8eec-1a5a15c3eb35",
|
||||||
"d681960f-7bc3-4286-9913-a8812ba3261a",
|
"5c9a206c-bb00-4fb6-bb46-ee675c187df5",
|
||||||
"21df9241-f8d7-4509-b7f1-37e501a823f7",
|
"e975ae74-79bd-4672-8d1c-dc841a85781d",
|
||||||
"1334ca3e-f9e3-4db8-9ca7-b4c653be7d17",
|
"34a6938a-58da-4897-8639-9b90d6db5391",
|
||||||
"357ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
"b5a22759-b4eb-4bf2-aeed-ad14e8615f19",
|
||||||
"aa3a8974-2e85-438b-b29e-a64df44deb4b",
|
"2f9913a1-51ed-4db6-bfe0-7e1c95b3139e",
|
||||||
"a01fbce3-2793-461f-ab86-43680ccbae25",
|
"2558031e-401d-4579-8e00-3ecf540fb492",
|
||||||
"4f07fbe9-70de-4927-a4d5-bb28bc12c52c",
|
"0cecd4f3-74de-457b-ba94-29ad6b5dafb6",
|
||||||
]
|
"4188d3a4-077d-46b7-9c86-23e1a036f6c1",
|
||||||
|
"51b11269-2ca8-4b2a-9163-f21758420e78",
|
||||||
|
"7e429b8d-a3f0-4ed0-9b58-08957d00b127",
|
||||||
|
"347ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
||||||
|
"6e99a1ad-07d2-4b66-a1ce-ece6d99c20a5",
|
||||||
|
"3aaa4e37-dc91-482e-99af-132a612d40f3",
|
||||||
|
"37608790-6147-45d0-9f20-1137bb35703d",
|
||||||
|
"f9584479-3d0d-4c79-affa-9ad7afdd8850",
|
||||||
|
"d681960f-7bc3-4286-9913-a8812ba3261a",
|
||||||
|
"21df9241-f8d7-4509-b7f1-37e501a823f7",
|
||||||
|
"1334ca3e-f9e3-4db8-9ca7-b4c653be7d17",
|
||||||
|
"357ef137-7eeb-4c80-a3bb-0951f26a8aff",
|
||||||
|
"aa3a8974-2e85-438b-b29e-a64df44deb4b",
|
||||||
|
"a01fbce3-2793-461f-ab86-43680ccbae25",
|
||||||
|
"4f07fbe9-70de-4927-a4d5-bb28bc12c52c"
|
||||||
|
]
|
||||||
|
|
||||||
# for example_id in calc_list:
|
# for example_id in calc_list:
|
||||||
# try:
|
# try:
|
||||||
@@ -283,9 +298,64 @@ if __name__ == '__main__':
|
|||||||
"2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
"2fe4b718-3bd7-46ec-bdce-b184f5653624"
|
||||||
]
|
]
|
||||||
|
|
||||||
for example_id in multiple_list:
|
# for example_id in multiple_list:
|
||||||
|
# try:
|
||||||
|
# main("multi_apps", example_id)
|
||||||
|
# except Exception as e:
|
||||||
|
# logger.error("An error occurred while running the example: %s", e)
|
||||||
|
# continue
|
||||||
|
|
||||||
|
chrome_list = [
|
||||||
|
# "bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
|
||||||
|
"7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
|
||||||
|
"06fe7178-4491-4589-810f-2e2bc9502122",
|
||||||
|
"e1e75309-3ddb-4d09-92ec-de869c928143",
|
||||||
|
"35253b65-1c19-4304-8aa4-6884b8218fc0",
|
||||||
|
"2ad9387a-65d8-4e33-ad5b-7580065a27ca",
|
||||||
|
"7a5a7856-f1b6-42a4-ade9-1ca81ca0f263",
|
||||||
|
"44ee5668-ecd5-4366-a6ce-c1c9b8d4e938",
|
||||||
|
"2ae9ba84-3a0d-4d4c-8338-3a1478dc5fe3",
|
||||||
|
"480bcfea-d68f-4aaa-a0a9-2589ef319381",
|
||||||
|
"af630914-714e-4a24-a7bb-f9af687d3b91"
|
||||||
|
]
|
||||||
|
|
||||||
|
# for example_id in chrome_list:
|
||||||
|
# try:
|
||||||
|
# main("chrome", example_id)
|
||||||
|
# except Exception as e:
|
||||||
|
# logger.error("An error occurred while running the example: %s", e)
|
||||||
|
# continue
|
||||||
|
|
||||||
|
|
||||||
|
writer_list = [
|
||||||
|
"6ada715d-3aae-4a32-a6a7-429b2e43fb93",
|
||||||
|
"ecc2413d-8a48-416e-a3a2-d30106ca36cb",
|
||||||
|
"0e47de2a-32e0-456c-a366-8c607ef7a9d2",
|
||||||
|
"4bcb1253-a636-4df4-8cb0-a35c04dfef31",
|
||||||
|
"0810415c-bde4-4443-9047-d5f70165a697",
|
||||||
|
"e528b65e-1107-4b8c-8988-490e4fece599",
|
||||||
|
"66399b0d-8fda-4618-95c4-bfc6191617e9",
|
||||||
|
"936321ce-5236-426a-9a20-e0e3c5dc536f",
|
||||||
|
"3ef2b351-8a84-4ff2-8724-d86eae9b842e",
|
||||||
|
"0b17a146-2934-46c7-8727-73ff6b6483e8",
|
||||||
|
"0e763496-b6bb-4508-a427-fad0b6c3e195",
|
||||||
|
"f178a4a9-d090-4b56-bc4c-4b72a61a035d",
|
||||||
|
"adf5e2c3-64c7-4644-b7b6-d2f0167927e7",
|
||||||
|
"0a0faba3-5580-44df-965d-f562a99b291c",
|
||||||
|
"e246f6d8-78d7-44ac-b668-fcf47946cb50",
|
||||||
|
"8472fece-c7dd-4241-8d65-9b3cd1a0b568",
|
||||||
|
"88fe4b2d-3040-4c70-9a70-546a47764b48",
|
||||||
|
"d53ff5ee-3b1a-431e-b2be-30ed2673079b",
|
||||||
|
"72b810ef-4156-4d09-8f08-a0cf57e7cefe",
|
||||||
|
"6f81754e-285d-4ce0-b59e-af7edb02d108",
|
||||||
|
"b21acd93-60fd-4127-8a43-2f5178f4a830"
|
||||||
|
]
|
||||||
|
|
||||||
|
for example_id in writer_list:
|
||||||
try:
|
try:
|
||||||
main("multi_apps", example_id)
|
main("libreoffice_writer", example_id)
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
logger.error("An error occurred while running the example: %s", e)
|
logger.error("An error occurred while running the example: %s", e)
|
||||||
continue
|
continue
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
@@ -151,7 +151,111 @@ def main(example_class, example_id):
|
|||||||
|
|
||||||
|
|
||||||
if __name__ == '__main__':
|
if __name__ == '__main__':
|
||||||
xx_list = [
|
from tqdm import tqdm
|
||||||
|
# impress_list = [
|
||||||
|
# # "5d901039-a89c-4bfb-967b-bf66f4df075e",
|
||||||
|
# "550ce7e7-747b-495f-b122-acdc4d0b8e54",
|
||||||
|
# "455d3c66-7dc6-4537-a39a-36d3e9119df7",
|
||||||
|
# "af23762e-2bfd-4a1d-aada-20fa8de9ce07",
|
||||||
|
# "c59742c0-4323-4b9d-8a02-723c251deaa0",
|
||||||
|
# "ef9d12bd-bcee-4ba0-a40e-918400f43ddf",
|
||||||
|
# "9ec204e4-f0a3-42f8-8458-b772a6797cab",
|
||||||
|
# "0f84bef9-9790-432e-92b7-eece357603fb",
|
||||||
|
# "ce88f674-ab7a-43da-9201-468d38539e4a",
|
||||||
|
# "3b27600c-3668-4abd-8f84-7bcdebbccbdb",
|
||||||
|
# "a097acff-6266-4291-9fbd-137af7ecd439",
|
||||||
|
# "bf4e9888-f10f-47af-8dba-76413038b73c",
|
||||||
|
# "21760ecb-8f62-40d2-8d85-0cee5725cb72"
|
||||||
|
# ]
|
||||||
|
# for example_id in impress_list:
|
||||||
|
# main("libreoffice_impress", example_id)
|
||||||
|
|
||||||
|
vlc_list = [
|
||||||
|
"8ba5ae7a-5ae5-4eab-9fcc-5dd4fe3abf89",
|
||||||
|
"8ba5ae7a-5ae5-4eab-9fcc-5dd4fe3abf89",
|
||||||
|
"8f080098-ddb1-424c-b438-4e96e5e4786e",
|
||||||
|
"bba3381f-b5eb-4439-bd9e-80c22218d5a7",
|
||||||
|
"fba2c100-79e8-42df-ae74-b592418d54f4",
|
||||||
|
"efcf0d81-0835-4880-b2fd-d866e8bc2294",
|
||||||
|
"8d9fd4e2-6fdb-46b0-b9b9-02f06495c62f",
|
||||||
|
"aa4b5023-aef6-4ed9-bdc9-705f59ab9ad6",
|
||||||
|
"386dbd0e-0241-4a0a-b6a2-6704fba26b1c",
|
||||||
|
"9195653c-f4aa-453d-aa95-787f6ccfaae9",
|
||||||
|
"d06f0d4d-2cd5-4ede-8de9-598629438c6e",
|
||||||
|
"a5bbbcd5-b398-4c91-83d4-55e1e31bbb81",
|
||||||
|
"f3977615-2b45-4ac5-8bba-80c17dbe2a37",
|
||||||
|
"215dfd39-f493-4bc3-a027-8a97d72c61bf"
|
||||||
]
|
]
|
||||||
for example_id in xx_list:
|
|
||||||
main("xx", example_id)
|
# for example_id in tqdm(vlc_list):
|
||||||
|
# try:
|
||||||
|
# main("vlc", example_id)
|
||||||
|
# except Exception as e:
|
||||||
|
# print(f"An error occurred while running the example: {e}")
|
||||||
|
# continue
|
||||||
|
|
||||||
|
chrome_list = [
|
||||||
|
"bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
|
||||||
|
"7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
|
||||||
|
"06fe7178-4491-4589-810f-2e2bc9502122",
|
||||||
|
"e1e75309-3ddb-4d09-92ec-de869c928143",
|
||||||
|
"35253b65-1c19-4304-8aa4-6884b8218fc0",
|
||||||
|
"2ad9387a-65d8-4e33-ad5b-7580065a27ca",
|
||||||
|
"7a5a7856-f1b6-42a4-ade9-1ca81ca0f263",
|
||||||
|
"44ee5668-ecd5-4366-a6ce-c1c9b8d4e938",
|
||||||
|
"2ae9ba84-3a0d-4d4c-8338-3a1478dc5fe3",
|
||||||
|
"480bcfea-d68f-4aaa-a0a9-2589ef319381",
|
||||||
|
"af630914-714e-4a24-a7bb-f9af687d3b91"
|
||||||
|
]
|
||||||
|
for example_id in tqdm(chrome_list):
|
||||||
|
try:
|
||||||
|
main("chrome", example_id)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"An error occurred while running the example: {e}")
|
||||||
|
continue
|
||||||
|
|
||||||
|
vs_code_list = [
|
||||||
|
"0ed39f63-6049-43d4-ba4d-5fa2fe04a951",
|
||||||
|
"53ad5833-3455-407b-bbc6-45b4c79ab8fb",
|
||||||
|
"eabc805a-bfcf-4460-b250-ac92135819f6",
|
||||||
|
"982d12a5-beab-424f-8d38-d2a48429e511",
|
||||||
|
"4e60007a-f5be-4bfc-9723-c39affa0a6d3",
|
||||||
|
"e2b5e914-ffe1-44d2-8e92-58f8c5d92bb2",
|
||||||
|
"9439a27b-18ae-42d8-9778-5f68f891805e",
|
||||||
|
"ea98c5d7-3cf9-4f9b-8ad3-366b58e0fcae",
|
||||||
|
"930fdb3b-11a8-46fe-9bac-577332e2640e",
|
||||||
|
"276cc624-87ea-4f08-ab93-f770e3790175",
|
||||||
|
"9d425400-e9b2-4424-9a4b-d4c7abac4140"
|
||||||
|
]
|
||||||
|
|
||||||
|
for example_id in tqdm(vs_code_list):
|
||||||
|
try:
|
||||||
|
main("vs_code", example_id)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"An error occurred while running the example: {e}")
|
||||||
|
continue
|
||||||
|
|
||||||
|
thunderbird_list = [
|
||||||
|
"bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
|
||||||
|
"7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
|
||||||
|
"12086550-11c0-466b-b367-1d9e75b3910e",
|
||||||
|
"06fe7178-4491-4589-810f-2e2bc9502122",
|
||||||
|
"6766f2b8-8a72-417f-a9e5-56fcaa735837",
|
||||||
|
"e1e75309-3ddb-4d09-92ec-de869c928143",
|
||||||
|
"3d1682a7-0fb0-49ae-a4dc-a73afd2d06d5",
|
||||||
|
"35253b65-1c19-4304-8aa4-6884b8218fc0",
|
||||||
|
"d088f539-cab4-4f9a-ac92-9999fc3a656e",
|
||||||
|
"2ad9387a-65d8-4e33-ad5b-7580065a27ca",
|
||||||
|
"480bcfea-d68f-4aaa-a0a9-2589ef319381",
|
||||||
|
"030eeff7-b492-4218-b312-701ec99ee0cc",
|
||||||
|
"94760984-3ff5-41ee-8347-cf1af709fea0",
|
||||||
|
"99146c54-4f37-4ab8-9327-5f3291665e1e",
|
||||||
|
"c9e7eaf2-b1a1-4efc-a982-721972fa9f02"
|
||||||
|
]
|
||||||
|
|
||||||
|
for example_id in tqdm(thunderbird_list):
|
||||||
|
try:
|
||||||
|
main("thunderbird", example_id)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"An error occurred while running the example: {e}")
|
||||||
|
continue
|
||||||
|
|||||||
@@ -15,12 +15,10 @@ import google.generativeai as genai
|
|||||||
import openai
|
import openai
|
||||||
import requests
|
import requests
|
||||||
from PIL import Image
|
from PIL import Image
|
||||||
from openai.error import (
|
from openai import (
|
||||||
APIConnectionError,
|
APIConnectionError,
|
||||||
APIError,
|
APIError,
|
||||||
RateLimitError,
|
RateLimitError
|
||||||
ServiceUnavailableError,
|
|
||||||
InvalidRequestError
|
|
||||||
)
|
)
|
||||||
|
|
||||||
from mm_agents.accessibility_tree_wrap.heuristic_retrieve import find_leaf_nodes, filter_nodes, draw_bounding_boxes
|
from mm_agents.accessibility_tree_wrap.heuristic_retrieve import find_leaf_nodes, filter_nodes, draw_bounding_boxes
|
||||||
@@ -115,6 +113,7 @@ def parse_actions_from_string(input_string):
|
|||||||
|
|
||||||
|
|
||||||
def parse_code_from_string(input_string):
|
def parse_code_from_string(input_string):
|
||||||
|
input_string = input_string.replace(";", "\n")
|
||||||
if input_string.strip() in ['WAIT', 'DONE', 'FAIL']:
|
if input_string.strip() in ['WAIT', 'DONE', 'FAIL']:
|
||||||
return [input_string.strip()]
|
return [input_string.strip()]
|
||||||
|
|
||||||
@@ -475,14 +474,12 @@ class GPT4v_Agent:
|
|||||||
with open("messages.json", "w") as f:
|
with open("messages.json", "w") as f:
|
||||||
f.write(json.dumps(messages, indent=4))
|
f.write(json.dumps(messages, indent=4))
|
||||||
|
|
||||||
try:
|
|
||||||
response = self.call_llm({
|
response = self.call_llm({
|
||||||
"model": self.model,
|
"model": self.model,
|
||||||
"messages": messages,
|
"messages": messages,
|
||||||
"max_tokens": self.max_tokens
|
"max_tokens": self.max_tokens
|
||||||
})
|
})
|
||||||
except:
|
|
||||||
response = ""
|
|
||||||
|
|
||||||
logger.debug("RESPONSE: %s", response)
|
logger.debug("RESPONSE: %s", response)
|
||||||
|
|
||||||
@@ -527,7 +524,7 @@ class GPT4v_Agent:
|
|||||||
|
|
||||||
@backoff.on_exception(
|
@backoff.on_exception(
|
||||||
backoff.expo,
|
backoff.expo,
|
||||||
(APIError, RateLimitError, APIConnectionError, ServiceUnavailableError, InvalidRequestError),
|
(APIError, RateLimitError, APIConnectionError),
|
||||||
max_tries=10
|
max_tries=10
|
||||||
)
|
)
|
||||||
def call_llm(self, payload):
|
def call_llm(self, payload):
|
||||||
@@ -580,23 +577,34 @@ class GPT4v_Agent:
|
|||||||
misrtal_messages[1]['content'] = misrtal_messages[0]['content'] + "\n" + misrtal_messages[1]['content']
|
misrtal_messages[1]['content'] = misrtal_messages[0]['content'] + "\n" + misrtal_messages[1]['content']
|
||||||
misrtal_messages.pop(0)
|
misrtal_messages.pop(0)
|
||||||
|
|
||||||
openai.api_base = "http://localhost:8000/v1"
|
# openai.api_base = "http://localhost:8000/v1"
|
||||||
openai.api_key = "test"
|
# openai.api_key = "test"
|
||||||
response = openai.ChatCompletion.create(
|
# response = openai.ChatCompletion.create(
|
||||||
|
# messages=misrtal_messages,
|
||||||
|
# model="Mixtral-8x7B-Instruct-v0.1"
|
||||||
|
# )
|
||||||
|
|
||||||
|
from openai import OpenAI
|
||||||
|
TOGETHER_API_KEY = "d011650e7537797148fb6170ec1e0be7ae75160375686fae02277136078e90d2"
|
||||||
|
|
||||||
|
client = OpenAI(api_key=TOGETHER_API_KEY,
|
||||||
|
base_url='https://api.together.xyz',
|
||||||
|
)
|
||||||
|
|
||||||
|
response = client.chat.completions.create(
|
||||||
messages=misrtal_messages,
|
messages=misrtal_messages,
|
||||||
model="Mixtral-8x7B-Instruct-v0.1"
|
model="mistralai/Mixtral-8x7B-Instruct-v0.1",
|
||||||
|
max_tokens=1024
|
||||||
)
|
)
|
||||||
|
|
||||||
try:
|
try:
|
||||||
return response['choices'][0]['message']['content']
|
# return response['choices'][0]['message']['content']
|
||||||
|
return response.choices[0].message.content
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
print("Failed to call LLM: " + str(e))
|
print("Failed to call LLM: " + str(e))
|
||||||
return ""
|
return ""
|
||||||
|
|
||||||
elif self.model.startswith("gemini"):
|
elif self.model.startswith("gemini"):
|
||||||
|
|
||||||
api_key = os.environ.get("GENAI_API_KEY")
|
|
||||||
genai.api_key = api_key
|
|
||||||
def encoded_img_to_pil_img(data_str):
|
def encoded_img_to_pil_img(data_str):
|
||||||
base64_str = data_str.replace("data:image/png;base64,", "")
|
base64_str = data_str.replace("data:image/png;base64,", "")
|
||||||
image_data = base64.b64decode(base64_str)
|
image_data = base64.b64decode(base64_str)
|
||||||
@@ -609,8 +617,13 @@ class GPT4v_Agent:
|
|||||||
|
|
||||||
gemini_messages = []
|
gemini_messages = []
|
||||||
for i, message in enumerate(messages):
|
for i, message in enumerate(messages):
|
||||||
|
role_mapping = {
|
||||||
|
"assistant": "model",
|
||||||
|
"user": "user",
|
||||||
|
"system": "system"
|
||||||
|
}
|
||||||
gemini_message = {
|
gemini_message = {
|
||||||
"role": message["role"],
|
"role": role_mapping[message["role"]],
|
||||||
"parts": []
|
"parts": []
|
||||||
}
|
}
|
||||||
assert len(message["content"]) in [1, 2], "One text, or one text with one image"
|
assert len(message["content"]) in [1, 2], "One text, or one text with one image"
|
||||||
@@ -626,6 +639,15 @@ class GPT4v_Agent:
|
|||||||
|
|
||||||
gemini_messages.append(gemini_message)
|
gemini_messages.append(gemini_message)
|
||||||
|
|
||||||
|
# the mistral not support system message in our endpoint, so we concatenate it at the first user message
|
||||||
|
if gemini_messages[0]['role'] == "system":
|
||||||
|
gemini_messages[1]['parts'][0] = gemini_messages[0]['parts'][0] + "\n" + gemini_messages[1]['parts'][0]
|
||||||
|
gemini_messages.pop(0)
|
||||||
|
|
||||||
|
print(gemini_messages)
|
||||||
|
api_key = os.environ.get("GENAI_API_KEY")
|
||||||
|
assert api_key is not None, "Please set the GENAI_API_KEY environment variable"
|
||||||
|
genai.configure(api_key=api_key)
|
||||||
response = genai.GenerativeModel(self.model).generate_content(
|
response = genai.GenerativeModel(self.model).generate_content(
|
||||||
gemini_messages,
|
gemini_messages,
|
||||||
generation_config={
|
generation_config={
|
||||||
|
|||||||
Reference in New Issue
Block a user