From 7419b2d15e673053983c1d35e573c7385a04601d Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Sun, 12 Nov 2023 08:36:33 +0100 Subject: [PATCH 01/62] Generate HTML output and send it to Slack --- argo_jupyter_scheduler/executor.py | 101 +++++++++++++++++++++++------ argo_jupyter_scheduler/utils.py | 30 ++++++--- 2 files changed, 104 insertions(+), 27 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 48db763..12da985 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -19,6 +19,7 @@ WorkflowActionsEnum, authenticate, gen_cron_workflow_name, + gen_html_path, gen_papermill_command_input, gen_workflow_name, sanitize_label, @@ -192,14 +193,12 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - cmd_args = [ - "-c", - *gen_papermill_command_input( - job.runtime_environment_name, - staging_paths["input"], - use_conda_store_env, - ), - ] + input_path = staging_paths["input"] + cmd_args = gen_papermill_command_input( + job.runtime_environment_name, + input_path, + use_conda_store_env, + ) envs = [] if parameters: for key, value in parameters.items(): @@ -208,7 +207,7 @@ def create_workflow( main = Container( name="main", command=["/bin/sh"], - args=cmd_args, + args=["-c", f"{cmd_args}"], env=envs, ) @@ -229,11 +228,28 @@ def create_workflow( ) as w: with Steps(name="steps"): Step(name="main", template=main, continue_on=ContinueOn(failed=True)) + + token, channel = get_slack_token_channel(envs) + if token is not None and channel is not None: + send_to_slack( + name="send-to-slack", + arguments={ + "token": token, + "channel": channel, + "file_path": str(gen_html_path(input_path)), + }, + when=successful, + continue_on=ContinueOn(failed=True), + ) + failure += " || {{steps.send-to-slack.status}} == Failed" + successful += " && {{steps.send-to-slack.status}} == Succeeded" + update_job_status_failure( name="failure", arguments={"db_url": db_url, "job_id": job.job_id}, when=failure, ) + update_job_status_success( name="success", arguments={"db_url": db_url, "job_id": job.job_id}, @@ -312,14 +328,12 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - cmd_args = [ - "-c", - *gen_papermill_command_input( - job.runtime_environment_name, - staging_paths["input"], - use_conda_store_env, - ), - ] + input_path = staging_paths["input"] + cmd_args = gen_papermill_command_input( + job.runtime_environment_name, + input_path, + use_conda_store_env, + ) envs = [] if parameters: for key, value in parameters.items(): @@ -328,7 +342,7 @@ def _create_cwf_oject( main = Container( name="main", command=["/bin/sh"], - args=cmd_args, + args=["-c", f"{cmd_args}"], env=envs, ) ttl_strategy = TTLStrategy( @@ -340,7 +354,7 @@ def _create_cwf_oject( # mimics internals of the `scheduler.create_job_from_definition` method attributes = { **job.dict(exclude={"schedule", "timezone"}, exclude_none=True), - "input_uri": staging_paths["input"], + "input_uri": input_path, } model = CreateJob(**attributes) @@ -369,7 +383,24 @@ def _create_cwf_oject( "job_definition_id": job_definition_id, }, ) + Step(name="main", template=main, continue_on=ContinueOn(failed=True)) + + token, channel = get_slack_token_channel(envs) + if token is not None and channel is not None: + send_to_slack( + name="send-to-slack", + arguments={ + "token": token, + "channel": channel, + "file_path": str(gen_html_path(input_path)), + }, + when=successful, + continue_on=ContinueOn(failed=True), + ) + failure += " || {{steps.send-to-slack.status}} == Failed" + successful += " && {{steps.send-to-slack.status}} == Succeeded" + update_job_status_failure( name="failure", arguments={ @@ -378,6 +409,7 @@ def _create_cwf_oject( }, when=failure, ) + update_job_status_success( name="success", arguments={ @@ -573,3 +605,34 @@ def create_job_record( session.add(job) session.commit() + + +def get_slack_token_channel(envs): + token = None + channel = None + for env in envs: + if env.name == 'SLACK_TOKEN': + token = env.value + elif env.name == 'SLACK_CHANNEL': + channel = env.value + return token, channel + + +@script() +def send_to_slack(token, channel, file_path): + import json + import subprocess + + command = [ + "curl", + "-F", f"file=@{file_path}", + "-F", "initial_comment=Attaching new file", + "-F", f"channels={channel}", + "-H", f"Authorization: Bearer {token}", + "https://slack.com/api/files.upload" + ] + result = subprocess.check_output(command) + print(result) + d = json.loads(result) + if not d.get("ok"): + raise Exception("Failed to send to Slack") diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 2136bfb..3f8c8ba 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -75,12 +75,17 @@ def gen_cron_workflow_name(job_definition_id: str): def gen_output_path(input_path: str): p = Path(input_path) - return str(p.parent / "output.ipynb") + return p.parent / "output.ipynb" + + +def gen_html_path(input_path: str): + p = Path(input_path) + return p.parent / "output.html" def gen_log_path(input_path: str): p = Path(input_path) - return str(p.parent / "logs.txt") + return p.parent / "logs.txt" def send_request(api_v1_endpoint): @@ -165,16 +170,25 @@ def gen_papermill_command_input( output_path = gen_output_path(input_path) log_path = gen_log_path(input_path) conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) + html_path = gen_html_path(input_path) logger.info(f"conda_env_path: {conda_env_path}") logger.info(f"output_path: {output_path}") logger.info(f"log_path: {log_path}") - - return [ - f"conda run -p {conda_env_path} papermill -k {kernel_name} {input_path} {output_path}", - "&>", - log_path, - ] + logger.info(f"html_path: {html_path}") + + return ( + f"conda run -p {conda_env_path} /bin/sh -c " + "\"{ " + f"papermill -k {kernel_name} {input_path} {output_path}" + " && " + f"jupyter nbconvert --to html {output_path} --output {html_path}" + " ; " + " } " + " > " + f"{log_path}" + " 2>&1\"" + ) def sanitize_label(s: str): From 5bbf8368280043ea60264459ef3b9c4bd9f7e1de Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Tue, 5 Dec 2023 15:09:22 +0100 Subject: [PATCH 02/62] Remove redundant format string --- argo_jupyter_scheduler/executor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 12da985..c2b56d4 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -207,7 +207,7 @@ def create_workflow( main = Container( name="main", command=["/bin/sh"], - args=["-c", f"{cmd_args}"], + args=["-c", cmd_args], env=envs, ) @@ -342,7 +342,7 @@ def _create_cwf_oject( main = Container( name="main", command=["/bin/sh"], - args=["-c", f"{cmd_args}"], + args=["-c", cmd_args], env=envs, ) ttl_strategy = TTLStrategy( From 5692f51de4e55e9eeba873b0fda2667d1e33d298 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Tue, 5 Dec 2023 15:21:38 +0100 Subject: [PATCH 03/62] Use `parameters` instead of iterating over `envs` --- argo_jupyter_scheduler/executor.py | 15 +++++---------- 1 file changed, 5 insertions(+), 10 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index c2b56d4..d9b5b0f 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -229,7 +229,7 @@ def create_workflow( with Steps(name="steps"): Step(name="main", template=main, continue_on=ContinueOn(failed=True)) - token, channel = get_slack_token_channel(envs) + token, channel = get_slack_token_channel(parameters) if token is not None and channel is not None: send_to_slack( name="send-to-slack", @@ -386,7 +386,7 @@ def _create_cwf_oject( Step(name="main", template=main, continue_on=ContinueOn(failed=True)) - token, channel = get_slack_token_channel(envs) + token, channel = get_slack_token_channel(parameters) if token is not None and channel is not None: send_to_slack( name="send-to-slack", @@ -607,14 +607,9 @@ def create_job_record( session.commit() -def get_slack_token_channel(envs): - token = None - channel = None - for env in envs: - if env.name == 'SLACK_TOKEN': - token = env.value - elif env.name == 'SLACK_CHANNEL': - channel = env.value +def get_slack_token_channel(parameters): + token = parameters.get("SLACK_TOKEN") + channel = parameters.get("SLACK_CHANNEL") return token, channel From a1c8c599339d79f01c8fe3df2c4c01bcbf920c74 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Tue, 5 Dec 2023 16:20:51 +0100 Subject: [PATCH 04/62] Use `requests` in `send_to_slack` --- argo_jupyter_scheduler/executor.py | 44 ++++++++++++++++++++---------- 1 file changed, 29 insertions(+), 15 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index d9b5b0f..aea41ed 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -616,18 +616,32 @@ def get_slack_token_channel(parameters): @script() def send_to_slack(token, channel, file_path): import json - import subprocess - - command = [ - "curl", - "-F", f"file=@{file_path}", - "-F", "initial_comment=Attaching new file", - "-F", f"channels={channel}", - "-H", f"Authorization: Bearer {token}", - "https://slack.com/api/files.upload" - ] - result = subprocess.check_output(command) - print(result) - d = json.loads(result) - if not d.get("ok"): - raise Exception("Failed to send to Slack") + import requests + + try: + url = "https://slack.com/api/files.upload" + + files = {'file': (file_path.name, open(file_path, 'rb'))} + + data = { + 'initial_comment': 'Attaching new file', + 'channels': channel, + } + + headers = { + 'Authorization': f'Bearer {token}', + } + + response = requests.post(url, files=files, data=data, headers=headers) + response.raise_for_status() + + response = response.text + print(f"Slack response: {response}") + + if not json.loads(response).get("ok"): + raise Exception("Unexpected response when sending to Slack") + + print(f"Successfully sent to Slack") + + except Exception as e: + raise Exception("Failed to send to Slack") from e From 7a4e6502761724413983721e44d5c89799e37cc5 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Tue, 5 Dec 2023 16:46:39 +0100 Subject: [PATCH 05/62] Use variables in the `papermill` command --- argo_jupyter_scheduler/utils.py | 16 ++++------------ 1 file changed, 4 insertions(+), 12 deletions(-) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 3f8c8ba..0649020 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -177,18 +177,10 @@ def gen_papermill_command_input( logger.info(f"log_path: {log_path}") logger.info(f"html_path: {html_path}") - return ( - f"conda run -p {conda_env_path} /bin/sh -c " - "\"{ " - f"papermill -k {kernel_name} {input_path} {output_path}" - " && " - f"jupyter nbconvert --to html {output_path} --output {html_path}" - " ; " - " } " - " > " - f"{log_path}" - " 2>&1\"" - ) + papermill = f"papermill -k {kernel_name} {input_path} {output_path}" + jupyter = f"jupyter nbconvert --to html {output_path} --output {html_path}" + + return f"conda run -p {conda_env_path} /bin/sh -c \"{{ {papermill} && {jupyter} ; }} > {log_path} 2>&1\"" def sanitize_label(s: str): From 243c7ad7b834c1dae9fbfeeba7fc15bdf28d7c7d Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Tue, 5 Dec 2023 17:03:13 +0100 Subject: [PATCH 06/62] Fix linting issues --- argo_jupyter_scheduler/executor.py | 23 ++++++++++++++--------- argo_jupyter_scheduler/utils.py | 2 +- 2 files changed, 15 insertions(+), 10 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index aea41ed..f0adfa7 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -616,32 +616,37 @@ def get_slack_token_channel(parameters): @script() def send_to_slack(token, channel, file_path): import json + import requests try: url = "https://slack.com/api/files.upload" - files = {'file': (file_path.name, open(file_path, 'rb'))} + files = {"file": (file_path.name, open(file_path, "rb"))} data = { - 'initial_comment': 'Attaching new file', - 'channels': channel, + "initial_comment": "Attaching new file", + "channels": channel, } headers = { - 'Authorization': f'Bearer {token}', + "Authorization": f"Bearer {token}", } - response = requests.post(url, files=files, data=data, headers=headers) + response = requests.post( + url, files=files, data=data, headers=headers, timeout=30 + ) response.raise_for_status() response = response.text - print(f"Slack response: {response}") + print(f"Slack response: {response}") # noqa: T201 if not json.loads(response).get("ok"): - raise Exception("Unexpected response when sending to Slack") + msg = "Unexpected response when sending to Slack" + raise Exception(msg) - print(f"Successfully sent to Slack") + print("Successfully sent to Slack") # noqa: T201 except Exception as e: - raise Exception("Failed to send to Slack") from e + msg = "Failed to send to Slack" + raise Exception(msg) from e diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 0649020..f2f3022 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -180,7 +180,7 @@ def gen_papermill_command_input( papermill = f"papermill -k {kernel_name} {input_path} {output_path}" jupyter = f"jupyter nbconvert --to html {output_path} --output {html_path}" - return f"conda run -p {conda_env_path} /bin/sh -c \"{{ {papermill} && {jupyter} ; }} > {log_path} 2>&1\"" + return f'conda run -p {conda_env_path} /bin/sh -c "{{ {papermill} && {jupyter} ; }} > {log_path} 2>&1"' def sanitize_label(s: str): From d212f099843b7f0b4e9035683b84969f535aebb1 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 15:39:17 +0100 Subject: [PATCH 07/62] Use `os.path.basename` since `script` args are serialized --- argo_jupyter_scheduler/executor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index f0adfa7..b088b3e 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -622,7 +622,7 @@ def send_to_slack(token, channel, file_path): try: url = "https://slack.com/api/files.upload" - files = {"file": (file_path.name, open(file_path, "rb"))} + files = {"file": (os.path.basename(file_path), open(file_path, "rb"))} data = { "initial_comment": "Attaching new file", From eb57d456e767b79ccea9d9ba1da8a98501835677 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 16:46:14 +0100 Subject: [PATCH 08/62] Account for `parameters` being `None` --- argo_jupyter_scheduler/executor.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index b088b3e..389cd71 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -203,6 +203,8 @@ def create_workflow( if parameters: for key, value in parameters.items(): envs.append(Env(name=key, value=value)) + else: + parameters = {} main = Container( name="main", @@ -338,6 +340,8 @@ def _create_cwf_oject( if parameters: for key, value in parameters.items(): envs.append(Env(name=key, value=value)) + else: + parameters = {} main = Container( name="main", From 3ff08665b132e8198d4e698d9dc0a9ef0ea1daa3 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 19:39:14 +0100 Subject: [PATCH 09/62] Add docs on how to send to Slack --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index c6ffa21..0af3a64 100644 --- a/README.md +++ b/README.md @@ -52,6 +52,21 @@ If you want to run your Jupyter Notebook on a schedule, you need to be assured t The solution is Argo-Jupyter-Scheduler: Jupyter-Scheduler front-end with an Argo-Workflows back-end. +## Optional features + +### Sending to Slack + +Argo-Jupyter-Scheduler allows sending HTML output of an executed notebook to a +Slack channel: + +- See the Slack API docs on how to create a bot token (starts with `xoxb`) +- Invite your bot to a Slack channel which will be used for sending output +- When scheduling a notebook (as described above): + - Select a conda environment that has `papermill` installed + - Add the following `Parameters`: + - name: `SLACK_TOKEN`, value: `xoxb-` + - name: `SLACK_CHANNEL`, value: `` (without leading `#`, like `scheduled-jobs`). + ## A deeper dive In the Jupyter-Scheduler lab extension, you can create two things, a `Job` and a `Job Definition`. From 27eadc98c4bcdfe7c0e2bc252b4e718b54e065be Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 20:13:01 +0100 Subject: [PATCH 10/62] Log Slack script output to a file --- argo_jupyter_scheduler/executor.py | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 389cd71..b6bb705 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -239,6 +239,7 @@ def create_workflow( "token": token, "channel": channel, "file_path": str(gen_html_path(input_path)), + "log_path": str(gen_log_path(input_path)), }, when=successful, continue_on=ContinueOn(failed=True), @@ -398,6 +399,7 @@ def _create_cwf_oject( "token": token, "channel": channel, "file_path": str(gen_html_path(input_path)), + "log_path": str(gen_log_path(input_path)), }, when=successful, continue_on=ContinueOn(failed=True), @@ -618,12 +620,17 @@ def get_slack_token_channel(parameters): @script() -def send_to_slack(token, channel, file_path): +def send_to_slack(token, channel, file_path, log_path): import json + import logging import requests try: + fh = logging.FileHandler(log_path) + fh.setLevel(logging.DEBUG) + logger.addHandler(fh) + url = "https://slack.com/api/files.upload" files = {"file": (os.path.basename(file_path), open(file_path, "rb"))} @@ -637,20 +644,26 @@ def send_to_slack(token, channel, file_path): "Authorization": f"Bearer {token}", } + logger.info(f"Sending to Slack: file: {file_path}, channel: {channel}") response = requests.post( url, files=files, data=data, headers=headers, timeout=30 ) response.raise_for_status() response = response.text - print(f"Slack response: {response}") # noqa: T201 + logger.info(f"Slack response: {response}") if not json.loads(response).get("ok"): msg = "Unexpected response when sending to Slack" + logger.info(msg) raise Exception(msg) - print("Successfully sent to Slack") # noqa: T201 + logger.info("Successfully sent to Slack") except Exception as e: msg = "Failed to send to Slack" + logger.info(msg) raise Exception(msg) from e + + finally: + logger.removeHandler(fh) From d8a462402ee961b0c4fd14a9402fd9085de18c3a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 20:42:51 +0100 Subject: [PATCH 11/62] Add missing import --- argo_jupyter_scheduler/executor.py | 1 + 1 file changed, 1 insertion(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index b6bb705..18bff9b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -20,6 +20,7 @@ authenticate, gen_cron_workflow_name, gen_html_path, + gen_log_path, gen_papermill_command_input, gen_workflow_name, sanitize_label, From ebdff98e33c3d55d08715f787eb9c03b78c6d92e Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 21:07:31 +0100 Subject: [PATCH 12/62] Try passing `logger` to the Slack script --- argo_jupyter_scheduler/executor.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 18bff9b..28e0410 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -241,6 +241,7 @@ def create_workflow( "channel": channel, "file_path": str(gen_html_path(input_path)), "log_path": str(gen_log_path(input_path)), + "logger": logger, }, when=successful, continue_on=ContinueOn(failed=True), @@ -401,6 +402,7 @@ def _create_cwf_oject( "channel": channel, "file_path": str(gen_html_path(input_path)), "log_path": str(gen_log_path(input_path)), + "logger": logger, }, when=successful, continue_on=ContinueOn(failed=True), @@ -621,7 +623,7 @@ def get_slack_token_channel(parameters): @script() -def send_to_slack(token, channel, file_path, log_path): +def send_to_slack(token, channel, file_path, log_path, logger): import json import logging From be83ac483b03ef6fdb75a2804a533052ed847b11 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 21:41:29 +0100 Subject: [PATCH 13/62] Try using a local logger since it cannot be an arg --- argo_jupyter_scheduler/executor.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 28e0410..dca54c1 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -241,7 +241,6 @@ def create_workflow( "channel": channel, "file_path": str(gen_html_path(input_path)), "log_path": str(gen_log_path(input_path)), - "logger": logger, }, when=successful, continue_on=ContinueOn(failed=True), @@ -402,7 +401,6 @@ def _create_cwf_oject( "channel": channel, "file_path": str(gen_html_path(input_path)), "log_path": str(gen_log_path(input_path)), - "logger": logger, }, when=successful, continue_on=ContinueOn(failed=True), @@ -623,15 +621,17 @@ def get_slack_token_channel(parameters): @script() -def send_to_slack(token, channel, file_path, log_path, logger): +def send_to_slack(token, channel, file_path, log_path): import json import logging import requests + import utils try: + logger = utils.setup_logger("send_to_slack") + logger.setLevel(logging.DEBUG) fh = logging.FileHandler(log_path) - fh.setLevel(logging.DEBUG) logger.addHandler(fh) url = "https://slack.com/api/files.upload" From b5ac5f91b49424ee81ce82ded58d8d9c261c8d3a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Wed, 6 Dec 2023 22:02:20 +0100 Subject: [PATCH 14/62] Fix the import --- argo_jupyter_scheduler/executor.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index dca54c1..870b0f0 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -626,10 +626,11 @@ def send_to_slack(token, channel, file_path, log_path): import logging import requests - import utils + + from argo_jupyter_scheduler.utils import setup_logger try: - logger = utils.setup_logger("send_to_slack") + logger = setup_logger("send_to_slack") logger.setLevel(logging.DEBUG) fh = logging.FileHandler(log_path) logger.addHandler(fh) From 060d8371cfeb6a912598fe260cf01506894da1b1 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 01:24:25 +0100 Subject: [PATCH 15/62] Log `staging_paths` --- argo_jupyter_scheduler/executor.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 870b0f0..ba9b88e 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -186,6 +186,7 @@ def create_workflow( authenticate() logger.info("creating workflow...") + logger.info(f"staging paths: {staging_paths}") labels = { "jupyterflow-override": "true", @@ -325,6 +326,8 @@ def _create_cwf_oject( # Argo-Workflow verbage vs Jupyter-Scheduler verbage suspend = not active + logger.info(f"staging paths: {staging_paths}") + labels = { "jupyterflow-override": "true", "jupyter-scheduler-job-definition-id": job_definition_id, From 2c5dc9eb4df97752b3cb5d69197037abdc2b6604 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 01:58:17 +0100 Subject: [PATCH 16/62] Try using filenames from `staging_paths` - These files correspond to "Output formats" on the "Create Job" page and have timestamps matching `job.create_time` - jupyter-scheduler looks for these when you download files via "Output files" on the "Notebook Jobs" page, download fails otherwise - See `create_output_filename` and `get_staging_paths` in jupyter-scheduler. --- argo_jupyter_scheduler/executor.py | 25 ++++++++++++++++--------- argo_jupyter_scheduler/utils.py | 18 +++++------------- 2 files changed, 21 insertions(+), 22 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index ba9b88e..486ec88 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -19,7 +19,6 @@ WorkflowActionsEnum, authenticate, gen_cron_workflow_name, - gen_html_path, gen_log_path, gen_papermill_command_input, gen_workflow_name, @@ -196,10 +195,14 @@ def create_workflow( ), } input_path = staging_paths["input"] + output_path = staging_paths["ipynb"] + html_path = staging_paths["html"] cmd_args = gen_papermill_command_input( - job.runtime_environment_name, - input_path, - use_conda_store_env, + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + use_conda_store_env=use_conda_store_env, ) envs = [] if parameters: @@ -240,7 +243,7 @@ def create_workflow( arguments={ "token": token, "channel": channel, - "file_path": str(gen_html_path(input_path)), + "file_path": html_path, "log_path": str(gen_log_path(input_path)), }, when=successful, @@ -336,10 +339,14 @@ def _create_cwf_oject( ), } input_path = staging_paths["input"] + output_path = staging_paths["ipynb"] + html_path = staging_paths["html"] cmd_args = gen_papermill_command_input( - job.runtime_environment_name, - input_path, - use_conda_store_env, + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + use_conda_store_env=use_conda_store_env, ) envs = [] if parameters: @@ -402,7 +409,7 @@ def _create_cwf_oject( arguments={ "token": token, "channel": channel, - "file_path": str(gen_html_path(input_path)), + "file_path": html_path, "log_path": str(gen_log_path(input_path)), }, when=successful, diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index f2f3022..9ca3fdd 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -73,16 +73,6 @@ def gen_cron_workflow_name(job_definition_id: str): return f"job-def-{job_definition_id}" -def gen_output_path(input_path: str): - p = Path(input_path) - return p.parent / "output.ipynb" - - -def gen_html_path(input_path: str): - p = Path(input_path) - return p.parent / "output.html" - - def gen_log_path(input_path: str): p = Path(input_path) return p.parent / "logs.txt" @@ -162,15 +152,17 @@ def _valid_env( def gen_papermill_command_input( - conda_env_name: str, input_path: str, use_conda_store_env: bool = True + conda_env_name: str, + input_path: str, + output_path: str, + html_path: str, + use_conda_store_env: bool = True, ): # TODO: allow overrides kernel_name = "python3" - output_path = gen_output_path(input_path) log_path = gen_log_path(input_path) conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) - html_path = gen_html_path(input_path) logger.info(f"conda_env_path: {conda_env_path}") logger.info(f"output_path: {output_path}") From 7a5d3d4eb212e7a4858730c418a89d6f20433ecb Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 03:13:10 +0100 Subject: [PATCH 17/62] Log `job.create_time` --- argo_jupyter_scheduler/executor.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 486ec88..811a032 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -185,6 +185,7 @@ def create_workflow( authenticate() logger.info("creating workflow...") + logger.info(f"create time: {job.create_time}") logger.info(f"staging paths: {staging_paths}") labels = { @@ -329,6 +330,7 @@ def _create_cwf_oject( # Argo-Workflow verbage vs Jupyter-Scheduler verbage suspend = not active + logger.info(f"create time: {job.create_time}") logger.info(f"staging paths: {staging_paths}") labels = { From f7c391ec7e2380be2e2f95f9e3c0654b866cb01c Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 03:55:14 +0100 Subject: [PATCH 18/62] Log to file in workflows --- argo_jupyter_scheduler/executor.py | 37 +++++++++++++++++------------- argo_jupyter_scheduler/utils.py | 6 +++++ 2 files changed, 27 insertions(+), 16 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 811a032..c17b08e 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -17,6 +17,7 @@ from argo_jupyter_scheduler.utils import ( WorkflowActionsEnum, + add_file_logger, authenticate, gen_cron_workflow_name, gen_log_path, @@ -182,6 +183,14 @@ def create_workflow( db_url: str, use_conda_store_env: bool = True, ): + input_path = staging_paths["input"] + output_path = staging_paths["ipynb"] + html_path = staging_paths["html"] + log_path = str(gen_log_path(input_path)) + + # Configure logging to file first + add_file_logger(logger, log_path) + authenticate() logger.info("creating workflow...") @@ -195,9 +204,6 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - input_path = staging_paths["input"] - output_path = staging_paths["ipynb"] - html_path = staging_paths["html"] cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, input_path=input_path, @@ -245,7 +251,7 @@ def create_workflow( "token": token, "channel": channel, "file_path": html_path, - "log_path": str(gen_log_path(input_path)), + "log_path": log_path, }, when=successful, continue_on=ContinueOn(failed=True), @@ -327,6 +333,14 @@ def _create_cwf_oject( active: bool = True, use_conda_store_env: bool = True, ): + input_path = staging_paths["input"] + output_path = staging_paths["ipynb"] + html_path = staging_paths["html"] + log_path = str(gen_log_path(input_path)) + + # Configure logging to file first + add_file_logger(logger, log_path) + # Argo-Workflow verbage vs Jupyter-Scheduler verbage suspend = not active @@ -340,9 +354,6 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - input_path = staging_paths["input"] - output_path = staging_paths["ipynb"] - html_path = staging_paths["html"] cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, input_path=input_path, @@ -412,7 +423,7 @@ def _create_cwf_oject( "token": token, "channel": channel, "file_path": html_path, - "log_path": str(gen_log_path(input_path)), + "log_path": log_path, }, when=successful, continue_on=ContinueOn(failed=True), @@ -635,17 +646,14 @@ def get_slack_token_channel(parameters): @script() def send_to_slack(token, channel, file_path, log_path): import json - import logging import requests - from argo_jupyter_scheduler.utils import setup_logger + from argo_jupyter_scheduler.utils import add_file_logger, setup_logger try: logger = setup_logger("send_to_slack") - logger.setLevel(logging.DEBUG) - fh = logging.FileHandler(log_path) - logger.addHandler(fh) + add_file_logger(logger, log_path) url = "https://slack.com/api/files.upload" @@ -680,6 +688,3 @@ def send_to_slack(token, channel, file_path, log_path): msg = "Failed to send to Slack" logger.info(msg) raise Exception(msg) from e - - finally: - logger.removeHandler(fh) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 9ca3fdd..094a6e5 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -39,6 +39,12 @@ def setup_logger(name): return logger +def add_file_logger(logger, log_path): + logger.setLevel(logging.DEBUG) + fh = logging.FileHandler(log_path) + logger.addHandler(fh) + + logger = setup_logger(__name__) From ec75989ca0601a4feb5578e09f53104715097741 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 04:32:07 +0100 Subject: [PATCH 19/62] Append to log file since logger uses it before that --- argo_jupyter_scheduler/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 094a6e5..85cbaae 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -178,7 +178,7 @@ def gen_papermill_command_input( papermill = f"papermill -k {kernel_name} {input_path} {output_path}" jupyter = f"jupyter nbconvert --to html {output_path} --output {html_path}" - return f'conda run -p {conda_env_path} /bin/sh -c "{{ {papermill} && {jupyter} ; }} > {log_path} 2>&1"' + return f'conda run -p {conda_env_path} /bin/sh -c "{{ {papermill} && {jupyter} ; }} >> {log_path} 2>&1"' def sanitize_label(s: str): From d6b91fbffed0020253f05932b5f1c324ddef9f84 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 05:48:19 +0100 Subject: [PATCH 20/62] Use filenames with correct start time for cron jobs --- argo_jupyter_scheduler/executor.py | 82 +++++++++++++++++------------- argo_jupyter_scheduler/utils.py | 13 ++++- 2 files changed, 58 insertions(+), 37 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index c17b08e..a14f59b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -20,7 +20,9 @@ add_file_logger, authenticate, gen_cron_workflow_name, + gen_html_path, gen_log_path, + gen_output_path, gen_papermill_command_input, gen_workflow_name, sanitize_label, @@ -184,9 +186,7 @@ def create_workflow( use_conda_store_env: bool = True, ): input_path = staging_paths["input"] - output_path = staging_paths["ipynb"] - html_path = staging_paths["html"] - log_path = str(gen_log_path(input_path)) + log_path = gen_log_path(input_path) # Configure logging to file first add_file_logger(logger, log_path) @@ -204,13 +204,6 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - use_conda_store_env=use_conda_store_env, - ) envs = [] if parameters: for key, value in parameters.items(): @@ -218,13 +211,6 @@ def create_workflow( else: parameters = {} - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, seconds_after_success=DEFAULT_TTL, @@ -241,6 +227,26 @@ def create_workflow( ttl_strategy=ttl_strategy, ) as w: with Steps(name="steps"): + start_time = job.create_time + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) + + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + Step(name="main", template=main, continue_on=ContinueOn(failed=True)) token, channel = get_slack_token_channel(parameters) @@ -334,9 +340,7 @@ def _create_cwf_oject( use_conda_store_env: bool = True, ): input_path = staging_paths["input"] - output_path = staging_paths["ipynb"] - html_path = staging_paths["html"] - log_path = str(gen_log_path(input_path)) + log_path = gen_log_path(input_path) # Configure logging to file first add_file_logger(logger, log_path) @@ -354,13 +358,6 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - use_conda_store_env=use_conda_store_env, - ) envs = [] if parameters: for key, value in parameters.items(): @@ -368,12 +365,6 @@ def _create_cwf_oject( else: parameters = {} - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, seconds_after_success=DEFAULT_TTL, @@ -404,12 +395,33 @@ def _create_cwf_oject( ttl_strategy=ttl_strategy, ) as cwf: with Steps(name="steps"): + start_time = get_utc_timestamp() + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) + + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + create_job_record( name="create-job-id", arguments={ "model": model, "db_url": db_url, "job_definition_id": job_definition_id, + "start_time": start_time, }, ) @@ -606,11 +618,11 @@ def create_job_record( model, db_url, job_definition_id, + start_time, ): from jupyter_scheduler.exceptions import IdempotencyTokenError from jupyter_scheduler.models import CreateJob, Status from jupyter_scheduler.orm import Job, create_session - from jupyter_scheduler.utils import get_utc_timestamp model = CreateJob(**model) @@ -631,7 +643,7 @@ def create_job_record( job = Job(**model.dict(exclude_none=True, exclude={"input_uri"})) job.job_definition_id = job_definition_id job.status = Status.IN_PROGRESS - job.start_time = get_utc_timestamp() + job.start_time = start_time session.add(job) session.commit() diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 85cbaae..f56d235 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -8,6 +8,7 @@ import urllib3 from hera.shared import global_config +from jupyter_scheduler.utils import create_output_filename from urllib3.exceptions import ConnectionError CONDA_STORE_TOKEN = "CONDA_STORE_TOKEN" @@ -79,9 +80,17 @@ def gen_cron_workflow_name(job_definition_id: str): return f"job-def-{job_definition_id}" +def gen_output_path(input_path: str, start_time: int): + return create_output_filename(input_path, start_time, "ipynb") + + +def gen_html_path(input_path: str, start_time: int): + return create_output_filename(input_path, start_time, "html") + + def gen_log_path(input_path: str): p = Path(input_path) - return p.parent / "logs.txt" + return str(p.parent / "logs.txt") def send_request(api_v1_endpoint): @@ -162,12 +171,12 @@ def gen_papermill_command_input( input_path: str, output_path: str, html_path: str, + log_path: str, use_conda_store_env: bool = True, ): # TODO: allow overrides kernel_name = "python3" - log_path = gen_log_path(input_path) conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) logger.info(f"conda_env_path: {conda_env_path}") From 6325d4a96c9174fb96f87dd9f9c6fcad7439c707 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 06:38:41 +0100 Subject: [PATCH 21/62] Move Container out of Steps --- argo_jupyter_scheduler/executor.py | 82 +++++++++++++++++++----------- 1 file changed, 52 insertions(+), 30 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index a14f59b..be86b65 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -211,6 +211,23 @@ def create_workflow( else: parameters = {} + def main(input_path, output_path, html_path, log_path): + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + return main + ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, seconds_after_success=DEFAULT_TTL, @@ -232,23 +249,17 @@ def create_workflow( output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( + Step( name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), + continue_on=ContinueOn(failed=True), ) - Step(name="main", template=main, continue_on=ContinueOn(failed=True)) - token, channel = get_slack_token_channel(parameters) if token is not None and channel is not None: send_to_slack( @@ -365,6 +376,23 @@ def _create_cwf_oject( else: parameters = {} + def main(input_path, output_path, html_path, log_path): + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + return main + ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, seconds_after_success=DEFAULT_TTL, @@ -400,21 +428,6 @@ def _create_cwf_oject( output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - create_job_record( name="create-job-id", arguments={ @@ -425,7 +438,16 @@ def _create_cwf_oject( }, ) - Step(name="main", template=main, continue_on=ContinueOn(failed=True)) + Step( + name="main", + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), + continue_on=ContinueOn(failed=True), + ) token, channel = get_slack_token_channel(parameters) if token is not None and channel is not None: From 322b2646f4f29bc176902c77973473439380d6c8 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 08:33:37 +0100 Subject: [PATCH 22/62] Try moving main into a script --- argo_jupyter_scheduler/executor.py | 163 ++++++++++++++++++----------- argo_jupyter_scheduler/utils.py | 24 ----- 2 files changed, 101 insertions(+), 86 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index be86b65..4a9b30b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -1,7 +1,7 @@ import os from typing import Dict, Union -from hera.workflows import Container, CronWorkflow, Env, Step, Steps, Workflow, script +from hera.workflows import CronWorkflow, Steps, Workflow, script from hera.workflows.models import ContinueOn, TTLStrategy, WorkflowStopRequest from hera.workflows.service import WorkflowsService from jupyter_scheduler.executors import ExecutionManager @@ -23,7 +23,6 @@ gen_html_path, gen_log_path, gen_output_path, - gen_papermill_command_input, gen_workflow_name, sanitize_label, setup_logger, @@ -204,29 +203,8 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - envs = [] - if parameters: - for key, value in parameters.items(): - envs.append(Env(name=key, value=value)) - else: - parameters = {} - - def main(input_path, output_path, html_path, log_path): - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - return main + + parameters = {} if parameters is None else parameters ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, @@ -249,14 +227,17 @@ def main(input_path, output_path, html_path, log_path): output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) - Step( + main( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + arguments={ + "conda_env_name": job.runtime_environment_name, + "input_path": input_path, + "output_path": output_path, + "html_path": html_path, + "log_path": log_path, + "use_conda_store_env": use_conda_store_env, + "parameters": parameters, + }, continue_on=ContinueOn(failed=True), ) @@ -369,29 +350,8 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - envs = [] - if parameters: - for key, value in parameters.items(): - envs.append(Env(name=key, value=value)) - else: - parameters = {} - - def main(input_path, output_path, html_path, log_path): - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - return main + + parameters = {} if parameters is None else parameters ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, @@ -438,14 +398,17 @@ def main(input_path, output_path, html_path, log_path): }, ) - Step( + main( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + arguments={ + "conda_env_name": job.runtime_environment_name, + "input_path": input_path, + "output_path": output_path, + "html_path": html_path, + "log_path": log_path, + "use_conda_store_env": use_conda_store_env, + "parameters": parameters, + }, continue_on=ContinueOn(failed=True), ) @@ -677,6 +640,82 @@ def get_slack_token_channel(parameters): return token, channel +@script() +def main( + conda_env_name, + input_path, + output_path, + html_path, + log_path, + use_conda_store_env, + parameters, +): + import subprocess + + from argo_jupyter_scheduler.utils import gen_conda_env_path + + try: + # TODO: allow overrides + kernel_name = "python3" + + logger = setup_logger("main") + add_file_logger(logger, log_path) + + conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) + + logger.info(f"conda_env_path: {conda_env_path}") + logger.info(f"output_path: {output_path}") + logger.info(f"log_path: {log_path}") + logger.info(f"html_path: {html_path}") + + papermill = [ + "conda", + "run", + "-p", + f"{conda_env_path}", + "papermill", + "-k", + f"{kernel_name}", + f"{input_path}", + f"{output_path}", + ] + jupyter = [ + "jupyter", + "nbconvert", + "--to", + "html", + f"{output_path}", + "--output", + f"{html_path}", + ] + + with open(log_path, "a") as f: + logger.info(f"Running {' '.join(papermill)}") + subprocess.run( + papermill, # noqa: S603 + check=True, + stdout=f, + stderr=subprocess.STDOUT, + env=parameters, + ) + + logger.info(f"Running {' '.join(jupyter)}") + subprocess.run( + jupyter, # noqa: S603 + check=True, + stdout=f, + stderr=subprocess.STDOUT, + env=parameters, + ) + + logger.info("Successfully ran main") + + except Exception as e: + msg = "Failed to run main" + logger.info(msg) + raise Exception(msg) from e + + @script() def send_to_slack(token, channel, file_path, log_path): import json diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index f56d235..a81d4b5 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -166,30 +166,6 @@ def _valid_env( return CONDA_ENV_LOCATION.format(conda_env_name=DEFAULT_ENV) -def gen_papermill_command_input( - conda_env_name: str, - input_path: str, - output_path: str, - html_path: str, - log_path: str, - use_conda_store_env: bool = True, -): - # TODO: allow overrides - kernel_name = "python3" - - conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) - - logger.info(f"conda_env_path: {conda_env_path}") - logger.info(f"output_path: {output_path}") - logger.info(f"log_path: {log_path}") - logger.info(f"html_path: {html_path}") - - papermill = f"papermill -k {kernel_name} {input_path} {output_path}" - jupyter = f"jupyter nbconvert --to html {output_path} --output {html_path}" - - return f'conda run -p {conda_env_path} /bin/sh -c "{{ {papermill} && {jupyter} ; }} >> {log_path} 2>&1"' - - def sanitize_label(s: str): s = s.lower() pattern = r"[^A-Za-z0-9]" From fb51c6ebcde3de883b1bd0715636181ce09f1475 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 16:58:02 +0100 Subject: [PATCH 23/62] Add missing imports --- argo_jupyter_scheduler/executor.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 4a9b30b..aaf58e1 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -652,7 +652,11 @@ def main( ): import subprocess - from argo_jupyter_scheduler.utils import gen_conda_env_path + from argo_jupyter_scheduler.utils import ( + add_file_logger, + gen_conda_env_path, + setup_logger, + ) try: # TODO: allow overrides From b95bc36307611bce81db3d81e81a676315b8394d Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 17:19:39 +0100 Subject: [PATCH 24/62] Revert "Add missing imports" This reverts commit fb51c6ebcde3de883b1bd0715636181ce09f1475. --- argo_jupyter_scheduler/executor.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index aaf58e1..4a9b30b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -652,11 +652,7 @@ def main( ): import subprocess - from argo_jupyter_scheduler.utils import ( - add_file_logger, - gen_conda_env_path, - setup_logger, - ) + from argo_jupyter_scheduler.utils import gen_conda_env_path try: # TODO: allow overrides From 2129c76ba2ff87a5f2240494bfbaee3506ab0127 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 17:19:51 +0100 Subject: [PATCH 25/62] Revert "Try moving main into a script" This reverts commit 322b2646f4f29bc176902c77973473439380d6c8. This doesn't work because /opt/conda/bin/conda is not available in the scripts. --- argo_jupyter_scheduler/executor.py | 163 +++++++++++------------------ argo_jupyter_scheduler/utils.py | 24 +++++ 2 files changed, 86 insertions(+), 101 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 4a9b30b..be86b65 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -1,7 +1,7 @@ import os from typing import Dict, Union -from hera.workflows import CronWorkflow, Steps, Workflow, script +from hera.workflows import Container, CronWorkflow, Env, Step, Steps, Workflow, script from hera.workflows.models import ContinueOn, TTLStrategy, WorkflowStopRequest from hera.workflows.service import WorkflowsService from jupyter_scheduler.executors import ExecutionManager @@ -23,6 +23,7 @@ gen_html_path, gen_log_path, gen_output_path, + gen_papermill_command_input, gen_workflow_name, sanitize_label, setup_logger, @@ -203,8 +204,29 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - - parameters = {} if parameters is None else parameters + envs = [] + if parameters: + for key, value in parameters.items(): + envs.append(Env(name=key, value=value)) + else: + parameters = {} + + def main(input_path, output_path, html_path, log_path): + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + return main ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, @@ -227,17 +249,14 @@ def create_workflow( output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) - main( + Step( name="main", - arguments={ - "conda_env_name": job.runtime_environment_name, - "input_path": input_path, - "output_path": output_path, - "html_path": html_path, - "log_path": log_path, - "use_conda_store_env": use_conda_store_env, - "parameters": parameters, - }, + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), continue_on=ContinueOn(failed=True), ) @@ -350,8 +369,29 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - - parameters = {} if parameters is None else parameters + envs = [] + if parameters: + for key, value in parameters.items(): + envs.append(Env(name=key, value=value)) + else: + parameters = {} + + def main(input_path, output_path, html_path, log_path): + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + main = Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + return main ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, @@ -398,17 +438,14 @@ def _create_cwf_oject( }, ) - main( + Step( name="main", - arguments={ - "conda_env_name": job.runtime_environment_name, - "input_path": input_path, - "output_path": output_path, - "html_path": html_path, - "log_path": log_path, - "use_conda_store_env": use_conda_store_env, - "parameters": parameters, - }, + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), continue_on=ContinueOn(failed=True), ) @@ -640,82 +677,6 @@ def get_slack_token_channel(parameters): return token, channel -@script() -def main( - conda_env_name, - input_path, - output_path, - html_path, - log_path, - use_conda_store_env, - parameters, -): - import subprocess - - from argo_jupyter_scheduler.utils import gen_conda_env_path - - try: - # TODO: allow overrides - kernel_name = "python3" - - logger = setup_logger("main") - add_file_logger(logger, log_path) - - conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) - - logger.info(f"conda_env_path: {conda_env_path}") - logger.info(f"output_path: {output_path}") - logger.info(f"log_path: {log_path}") - logger.info(f"html_path: {html_path}") - - papermill = [ - "conda", - "run", - "-p", - f"{conda_env_path}", - "papermill", - "-k", - f"{kernel_name}", - f"{input_path}", - f"{output_path}", - ] - jupyter = [ - "jupyter", - "nbconvert", - "--to", - "html", - f"{output_path}", - "--output", - f"{html_path}", - ] - - with open(log_path, "a") as f: - logger.info(f"Running {' '.join(papermill)}") - subprocess.run( - papermill, # noqa: S603 - check=True, - stdout=f, - stderr=subprocess.STDOUT, - env=parameters, - ) - - logger.info(f"Running {' '.join(jupyter)}") - subprocess.run( - jupyter, # noqa: S603 - check=True, - stdout=f, - stderr=subprocess.STDOUT, - env=parameters, - ) - - logger.info("Successfully ran main") - - except Exception as e: - msg = "Failed to run main" - logger.info(msg) - raise Exception(msg) from e - - @script() def send_to_slack(token, channel, file_path, log_path): import json diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index a81d4b5..f56d235 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -166,6 +166,30 @@ def _valid_env( return CONDA_ENV_LOCATION.format(conda_env_name=DEFAULT_ENV) +def gen_papermill_command_input( + conda_env_name: str, + input_path: str, + output_path: str, + html_path: str, + log_path: str, + use_conda_store_env: bool = True, +): + # TODO: allow overrides + kernel_name = "python3" + + conda_env_path = gen_conda_env_path(conda_env_name, use_conda_store_env) + + logger.info(f"conda_env_path: {conda_env_path}") + logger.info(f"output_path: {output_path}") + logger.info(f"log_path: {log_path}") + logger.info(f"html_path: {html_path}") + + papermill = f"papermill -k {kernel_name} {input_path} {output_path}" + jupyter = f"jupyter nbconvert --to html {output_path} --output {html_path}" + + return f'conda run -p {conda_env_path} /bin/sh -c "{{ {papermill} && {jupyter} ; }} >> {log_path} 2>&1"' + + def sanitize_label(s: str): s = s.lower() pattern = r"[^A-Za-z0-9]" From f2827eb75ece059c5cfafbacd45051a7b29e351e Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 17:25:38 +0100 Subject: [PATCH 26/62] Try moving main out of Steps --- argo_jupyter_scheduler/executor.py | 44 ++++++++++++++++-------------- 1 file changed, 24 insertions(+), 20 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index be86b65..ab84b63 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -243,20 +243,22 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as w: - with Steps(name="steps"): - start_time = job.create_time + start_time = job.create_time + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) + main = main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ) + with Steps(name="steps"): Step( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + template=main, continue_on=ContinueOn(failed=True), ) @@ -422,12 +424,19 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: - with Steps(name="steps"): - start_time = get_utc_timestamp() + start_time = get_utc_timestamp() + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) + main = main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ) + with Steps(name="steps"): create_job_record( name="create-job-id", arguments={ @@ -440,12 +449,7 @@ def main(input_path, output_path, html_path, log_path): Step( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + template=main, continue_on=ContinueOn(failed=True), ) From 3dc76d8bf0fdee9f41c7e141da03e9904591f52f Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 17:44:30 +0100 Subject: [PATCH 27/62] Revert "Try moving main out of Steps" This reverts commit f2827eb75ece059c5cfafbacd45051a7b29e351e. This doesn't work because the timestamp needs to be part of the Steps to be updated on every run. --- argo_jupyter_scheduler/executor.py | 44 ++++++++++++++---------------- 1 file changed, 20 insertions(+), 24 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index ab84b63..be86b65 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -243,22 +243,20 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as w: - start_time = job.create_time - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) + with Steps(name="steps"): + start_time = job.create_time - main = main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ) + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) - with Steps(name="steps"): Step( name="main", - template=main, + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), continue_on=ContinueOn(failed=True), ) @@ -424,19 +422,12 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: - start_time = get_utc_timestamp() - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) + with Steps(name="steps"): + start_time = get_utc_timestamp() - main = main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ) + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) - with Steps(name="steps"): create_job_record( name="create-job-id", arguments={ @@ -449,7 +440,12 @@ def main(input_path, output_path, html_path, log_path): Step( name="main", - template=main, + template=main( + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + ), continue_on=ContinueOn(failed=True), ) From bf98603a83cb07aba41fb7ba3348a1aefb930793 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 17:53:40 +0100 Subject: [PATCH 28/62] Try moving main out of Steps and use Parameters --- argo_jupyter_scheduler/executor.py | 47 ++++++++++++++++++++---------- 1 file changed, 32 insertions(+), 15 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index be86b65..d1947cb 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -1,7 +1,16 @@ import os from typing import Dict, Union -from hera.workflows import Container, CronWorkflow, Env, Step, Steps, Workflow, script +from hera.workflows import ( + Container, + CronWorkflow, + Env, + Parameter, + Step, + Steps, + Workflow, + script, +) from hera.workflows.models import ContinueOn, TTLStrategy, WorkflowStopRequest from hera.workflows.service import WorkflowsService from jupyter_scheduler.executors import ExecutionManager @@ -211,7 +220,10 @@ def create_workflow( else: parameters = {} - def main(input_path, output_path, html_path, log_path): + def main(input_path, log_path): + output_path = "{{inputs.parameters.output_path}}" + html_path = "{{inputs.parameters.html_path}}" + cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, input_path=input_path, @@ -243,6 +255,8 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as w: + main = main(input_path, log_path) + with Steps(name="steps"): start_time = job.create_time @@ -251,12 +265,11 @@ def main(input_path, output_path, html_path, log_path): Step( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + template=main, + arguments=[ + Parameter(name="output_path", value=output_path), + Parameter(name="html_path", value=html_path), + ], continue_on=ContinueOn(failed=True), ) @@ -376,7 +389,10 @@ def _create_cwf_oject( else: parameters = {} - def main(input_path, output_path, html_path, log_path): + def main(input_path, log_path): + output_path = "{{inputs.parameters.output_path}}" + html_path = "{{inputs.parameters.html_path}}" + cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, input_path=input_path, @@ -422,6 +438,8 @@ def main(input_path, output_path, html_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: + main = main(input_path, log_path) + with Steps(name="steps"): start_time = get_utc_timestamp() @@ -440,12 +458,11 @@ def main(input_path, output_path, html_path, log_path): Step( name="main", - template=main( - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - ), + template=main, + arguments=[ + Parameter(name="output_path", value=output_path), + Parameter(name="html_path", value=html_path), + ], continue_on=ContinueOn(failed=True), ) From 5c6aa5974468efc6b430d1b938091272c2c63e93 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 18:14:48 +0100 Subject: [PATCH 29/62] Try calling the container directly --- argo_jupyter_scheduler/executor.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index d1947cb..ac4899d 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -6,7 +6,6 @@ CronWorkflow, Env, Parameter, - Step, Steps, Workflow, script, @@ -263,9 +262,8 @@ def main(input_path, log_path): output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) - Step( + main( name="main", - template=main, arguments=[ Parameter(name="output_path", value=output_path), Parameter(name="html_path", value=html_path), @@ -456,9 +454,8 @@ def main(input_path, log_path): }, ) - Step( + main( name="main", - template=main, arguments=[ Parameter(name="output_path", value=output_path), Parameter(name="html_path", value=html_path), From 38249411b361f1e4b15a78602c28c255890e90d3 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 18:39:38 +0100 Subject: [PATCH 30/62] Add missing inputs --- argo_jupyter_scheduler/executor.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index ac4899d..6f2ce42 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -233,6 +233,7 @@ def main(input_path, log_path): ) main = Container( name="main", + inputs=[Parameter(name="output_path"), Parameter(name="html_path")], command=["/bin/sh"], args=["-c", cmd_args], env=envs, @@ -401,6 +402,7 @@ def main(input_path, log_path): ) main = Container( name="main", + inputs=[Parameter(name="output_path"), Parameter(name="html_path")], command=["/bin/sh"], args=["-c", cmd_args], env=envs, From 6dcbc7114702cbf285c9548e216efb72633d08e6 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 20:16:55 +0100 Subject: [PATCH 31/62] Try generating start_time within a step --- argo_jupyter_scheduler/executor.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 6f2ce42..39cab94 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -441,21 +441,20 @@ def main(input_path, log_path): main = main(input_path, log_path) with Steps(name="steps"): - start_time = get_utc_timestamp() - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) - - create_job_record( + create_job_step = create_job_record( name="create-job-id", arguments={ "model": model, "db_url": db_url, "job_definition_id": job_definition_id, - "start_time": start_time, }, ) + start_time = int(create_job_step.result) + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) + main( name="main", arguments=[ @@ -656,11 +655,11 @@ def create_job_record( model, db_url, job_definition_id, - start_time, ): from jupyter_scheduler.exceptions import IdempotencyTokenError from jupyter_scheduler.models import CreateJob, Status from jupyter_scheduler.orm import Job, create_session + from jupyter_scheduler.utils import get_utc_timestamp model = CreateJob(**model) @@ -681,6 +680,8 @@ def create_job_record( job = Job(**model.dict(exclude_none=True, exclude={"input_uri"})) job.job_definition_id = job_definition_id job.status = Status.IN_PROGRESS + start_time = get_utc_timestamp() + print(start_time) # noqa: T201 job.start_time = start_time session.add(job) From 0d31ba2ffbef4d7a0069c106766fb51b0defa048 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 21:17:47 +0100 Subject: [PATCH 32/62] Try passing placeholder value as string --- argo_jupyter_scheduler/executor.py | 13 ++++++++++--- argo_jupyter_scheduler/utils.py | 20 +++++++++++++++----- 2 files changed, 25 insertions(+), 8 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 39cab94..8350023 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -32,6 +32,7 @@ gen_log_path, gen_output_path, gen_papermill_command_input, + gen_timestamp, gen_workflow_name, sanitize_label, setup_logger, @@ -258,7 +259,7 @@ def main(input_path, log_path): main = main(input_path, log_path) with Steps(name="steps"): - start_time = job.create_time + start_time = gen_timestamp(job.create_time) output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) @@ -450,7 +451,11 @@ def main(input_path, log_path): }, ) - start_time = int(create_job_step.result) + # This value is actually {{steps.create-job-id.outputs.result}}. + # It will be replaced later when YAML is processed, which is why + # the path functions below need to accept a string and not an + # int for start_time. + start_time = create_job_step.result output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) @@ -661,6 +666,8 @@ def create_job_record( from jupyter_scheduler.orm import Job, create_session from jupyter_scheduler.utils import get_utc_timestamp + from argo_jupyter_scheduler.utils import gen_timestamp + model = CreateJob(**model) db_session = create_session(db_url) @@ -681,7 +688,7 @@ def create_job_record( job.job_definition_id = job_definition_id job.status = Status.IN_PROGRESS start_time = get_utc_timestamp() - print(start_time) # noqa: T201 + print(gen_timestamp(start_time)) # noqa: T201 job.start_time = start_time session.add(job) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index f56d235..560c694 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -2,13 +2,13 @@ import logging import os import re +from datetime import datetime from enum import Enum from pathlib import Path from urllib.parse import urljoin import urllib3 from hera.shared import global_config -from jupyter_scheduler.utils import create_output_filename from urllib3.exceptions import ConnectionError CONDA_STORE_TOKEN = "CONDA_STORE_TOKEN" @@ -72,6 +72,12 @@ def authenticate(): return global_config +def gen_timestamp(time: int): + # See create_output_filename in jupyter-scheduler + timestamp = datetime.fromtimestamp(time / 1e3) # noqa: DTZ006 + return timestamp.strftime("%Y-%m-%d-%I-%M-%S-%p") + + def gen_workflow_name(job_id: str): return f"job-{job_id}" @@ -80,12 +86,16 @@ def gen_cron_workflow_name(job_definition_id: str): return f"job-def-{job_definition_id}" -def gen_output_path(input_path: str, start_time: int): - return create_output_filename(input_path, start_time, "ipynb") +def gen_output_path(input_path: str, timestamp: str): + # See create_output_filename in jupyter-scheduler + basename = os.path.splitext(input_path)[0] + return f"{basename}-{timestamp}.ipynb" -def gen_html_path(input_path: str, start_time: int): - return create_output_filename(input_path, start_time, "html") +def gen_html_path(input_path: str, timestamp: str): + # See create_output_filename in jupyter-scheduler + basename = os.path.splitext(input_path)[0] + return f"{basename}-{timestamp}.html" def gen_log_path(input_path: str): From adf52318d640a273a7cddc175490f51c17e37230 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 22:45:34 +0100 Subject: [PATCH 33/62] Try reading `start_time` from the DB --- argo_jupyter_scheduler/executor.py | 147 ++++++++++++++--------------- 1 file changed, 72 insertions(+), 75 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 8350023..0837de9 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -1,15 +1,7 @@ import os from typing import Dict, Union -from hera.workflows import ( - Container, - CronWorkflow, - Env, - Parameter, - Steps, - Workflow, - script, -) +from hera.workflows import Container, CronWorkflow, Env, Steps, Workflow, script from hera.workflows.models import ContinueOn, TTLStrategy, WorkflowStopRequest from hera.workflows.service import WorkflowsService from jupyter_scheduler.executors import ExecutionManager @@ -220,9 +212,22 @@ def create_workflow( else: parameters = {} - def main(input_path, log_path): - output_path = "{{inputs.parameters.output_path}}" - html_path = "{{inputs.parameters.html_path}}" + def main(input_path, log_path, db_url, job_definition_id, start_time=None): + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + job = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.id.desc()) + .first() + ) + start_time = job.start_time + + start_time = gen_timestamp(start_time) + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, @@ -234,7 +239,6 @@ def main(input_path, log_path): ) main = Container( name="main", - inputs=[Parameter(name="output_path"), Parameter(name="html_path")], command=["/bin/sh"], args=["-c", cmd_args], env=envs, @@ -256,38 +260,35 @@ def main(input_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as w: - main = main(input_path, log_path) + main = main( + input_path, + log_path, + None, + None, + start_time=job.create_time, + ) with Steps(name="steps"): - start_time = gen_timestamp(job.create_time) - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) - main( name="main", - arguments=[ - Parameter(name="output_path", value=output_path), - Parameter(name="html_path", value=html_path), - ], continue_on=ContinueOn(failed=True), ) - token, channel = get_slack_token_channel(parameters) - if token is not None and channel is not None: - send_to_slack( - name="send-to-slack", - arguments={ - "token": token, - "channel": channel, - "file_path": html_path, - "log_path": log_path, - }, - when=successful, - continue_on=ContinueOn(failed=True), - ) - failure += " || {{steps.send-to-slack.status}} == Failed" - successful += " && {{steps.send-to-slack.status}} == Succeeded" + # token, channel = get_slack_token_channel(parameters) + # if token is not None and channel is not None: + # send_to_slack( + # name="send-to-slack", + # arguments={ + # "token": token, + # "channel": channel, + # "file_path": html_path, + # "log_path": log_path, + # }, + # when=successful, + # continue_on=ContinueOn(failed=True), + # ) + # failure += " || {{steps.send-to-slack.status}} == Failed" + # successful += " && {{steps.send-to-slack.status}} == Succeeded" update_job_status_failure( name="failure", @@ -389,9 +390,22 @@ def _create_cwf_oject( else: parameters = {} - def main(input_path, log_path): - output_path = "{{inputs.parameters.output_path}}" - html_path = "{{inputs.parameters.html_path}}" + def main(input_path, log_path, db_url, job_definition_id, start_time=None): + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + job = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.id.desc()) + .first() + ) + start_time = job.start_time + + start_time = gen_timestamp(start_time) + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, @@ -403,7 +417,6 @@ def main(input_path, log_path): ) main = Container( name="main", - inputs=[Parameter(name="output_path"), Parameter(name="html_path")], command=["/bin/sh"], args=["-c", cmd_args], env=envs, @@ -439,10 +452,10 @@ def main(input_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: - main = main(input_path, log_path) + main = main(input_path, log_path, db_url, job_definition_id) with Steps(name="steps"): - create_job_step = create_job_record( + create_job_record( name="create-job-id", arguments={ "model": model, @@ -451,39 +464,26 @@ def main(input_path, log_path): }, ) - # This value is actually {{steps.create-job-id.outputs.result}}. - # It will be replaced later when YAML is processed, which is why - # the path functions below need to accept a string and not an - # int for start_time. - start_time = create_job_step.result - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) - main( name="main", - arguments=[ - Parameter(name="output_path", value=output_path), - Parameter(name="html_path", value=html_path), - ], continue_on=ContinueOn(failed=True), ) - token, channel = get_slack_token_channel(parameters) - if token is not None and channel is not None: - send_to_slack( - name="send-to-slack", - arguments={ - "token": token, - "channel": channel, - "file_path": html_path, - "log_path": log_path, - }, - when=successful, - continue_on=ContinueOn(failed=True), - ) - failure += " || {{steps.send-to-slack.status}} == Failed" - successful += " && {{steps.send-to-slack.status}} == Succeeded" + # token, channel = get_slack_token_channel(parameters) + # if token is not None and channel is not None: + # send_to_slack( + # name="send-to-slack", + # arguments={ + # "token": token, + # "channel": channel, + # "file_path": html_path, + # "log_path": log_path, + # }, + # when=successful, + # continue_on=ContinueOn(failed=True), + # ) + # failure += " || {{steps.send-to-slack.status}} == Failed" + # successful += " && {{steps.send-to-slack.status}} == Succeeded" update_job_status_failure( name="failure", @@ -666,8 +666,6 @@ def create_job_record( from jupyter_scheduler.orm import Job, create_session from jupyter_scheduler.utils import get_utc_timestamp - from argo_jupyter_scheduler.utils import gen_timestamp - model = CreateJob(**model) db_session = create_session(db_url) @@ -688,7 +686,6 @@ def create_job_record( job.job_definition_id = job_definition_id job.status = Status.IN_PROGRESS start_time = get_utc_timestamp() - print(gen_timestamp(start_time)) # noqa: T201 job.start_time = start_time session.add(job) From 673b8bb051351ed490d898b895ff9df83b7c8ade Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 23:06:13 +0100 Subject: [PATCH 34/62] Rename variable that clashes with another one --- argo_jupyter_scheduler/executor.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 0837de9..54d8467 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -216,13 +216,13 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): if start_time is None: db_session = create_session(db_url) with db_session() as session: - job = ( + q = ( session.query(Job) .filter(Job.job_definition_id == job_definition_id) .order_by(Job.id.desc()) .first() ) - start_time = job.start_time + start_time = q.start_time start_time = gen_timestamp(start_time) @@ -394,13 +394,13 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): if start_time is None: db_session = create_session(db_url) with db_session() as session: - job = ( + q = ( session.query(Job) .filter(Job.job_definition_id == job_definition_id) .order_by(Job.id.desc()) .first() ) - start_time = job.start_time + start_time = q.start_time start_time = gen_timestamp(start_time) From 52f160ac6f84a554a7b9e72d5f56c64cc49fa5ac Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Thu, 7 Dec 2023 23:24:56 +0100 Subject: [PATCH 35/62] Order by start_time The id column should have been job_id. --- argo_jupyter_scheduler/executor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 54d8467..78c6942 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -219,7 +219,7 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): q = ( session.query(Job) .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.id.desc()) + .order_by(Job.start_time.desc()) .first() ) start_time = q.start_time @@ -397,7 +397,7 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): q = ( session.query(Job) .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.id.desc()) + .order_by(Job.start_time.desc()) .first() ) start_time = q.start_time From 792b33530e7e77ebc12f1f1dfd49ca0e785918dc Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 00:05:28 +0100 Subject: [PATCH 36/62] Add a rename step --- argo_jupyter_scheduler/executor.py | 98 +++++++++++++++++++----------- 1 file changed, 63 insertions(+), 35 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 78c6942..685b7c4 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -24,7 +24,6 @@ gen_log_path, gen_output_path, gen_papermill_command_input, - gen_timestamp, gen_workflow_name, sanitize_label, setup_logger, @@ -212,19 +211,8 @@ def create_workflow( else: parameters = {} - def main(input_path, log_path, db_url, job_definition_id, start_time=None): - if start_time is None: - db_session = create_session(db_url) - with db_session() as session: - q = ( - session.query(Job) - .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.start_time.desc()) - .first() - ) - start_time = q.start_time - - start_time = gen_timestamp(start_time) + def main(input_path, log_path): + start_time = "UNKNOWN" output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) @@ -260,13 +248,7 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): labels=labels, ttl_strategy=ttl_strategy, ) as w: - main = main( - input_path, - log_path, - None, - None, - start_time=job.create_time, - ) + main = main(input_path, log_path) with Steps(name="steps"): main( @@ -274,6 +256,20 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): continue_on=ContinueOn(failed=True), ) + rename_files( + name="rename-files", + arguments={ + "db_url": None, + "job_definition_id": None, + "input_path": input_path, + "start_time": job.create_time, + }, + when=successful, + ) + + failure += " || {{steps.rename-files.status}} == Failed" + successful += " && {{steps.rename-files.status}} == Succeeded" + # token, channel = get_slack_token_channel(parameters) # if token is not None and channel is not None: # send_to_slack( @@ -390,19 +386,8 @@ def _create_cwf_oject( else: parameters = {} - def main(input_path, log_path, db_url, job_definition_id, start_time=None): - if start_time is None: - db_session = create_session(db_url) - with db_session() as session: - q = ( - session.query(Job) - .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.start_time.desc()) - .first() - ) - start_time = q.start_time - - start_time = gen_timestamp(start_time) + def main(input_path, log_path): + start_time = "UNKNOWN" output_path = gen_output_path(input_path, start_time) html_path = gen_html_path(input_path, start_time) @@ -452,7 +437,7 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: - main = main(input_path, log_path, db_url, job_definition_id) + main = main(input_path, log_path) with Steps(name="steps"): create_job_record( @@ -469,6 +454,20 @@ def main(input_path, log_path, db_url, job_definition_id, start_time=None): continue_on=ContinueOn(failed=True), ) + rename_files( + name="rename-files", + arguments={ + "db_url": db_url, + "job_definition_id": job_definition_id, + "input_path": input_path, + "start_time": None, + }, + when=successful, + ) + + failure += " || {{steps.rename-files.status}} == Failed" + successful += " && {{steps.rename-files.status}} == Succeeded" + # token, channel = get_slack_token_channel(parameters) # if token is not None and channel is not None: # send_to_slack( @@ -692,6 +691,35 @@ def create_job_record( session.commit() +@script() +def rename_files(db_url, job_definition_id, input_path, start_time): + import os + + from argo_jupyter_scheduler.utils import gen_timestamp + + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + q = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.start_time.desc()) + .first() + ) + start_time = q.start_time + + start_time = gen_timestamp(start_time) + + old_output_path = gen_output_path(input_path, "UNKNOWN") + old_html_path = gen_html_path(input_path, "UNKNOWN") + + new_output_path = gen_output_path(input_path, start_time) + new_html_path = gen_html_path(input_path, start_time) + + os.rename(old_output_path, new_output_path) + os.rename(old_html_path, new_html_path) + + def get_slack_token_channel(parameters): token = parameters.get("SLACK_TOKEN") channel = parameters.get("SLACK_CHANNEL") From 1f7a136c2637eea9fc53f5a6b76a70e65baeed82 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 01:02:21 +0100 Subject: [PATCH 37/62] Add missing imports --- argo_jupyter_scheduler/executor.py | 1 + 1 file changed, 1 insertion(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 685b7c4..7b984f9 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -696,6 +696,7 @@ def rename_files(db_url, job_definition_id, input_path, start_time): import os from argo_jupyter_scheduler.utils import gen_timestamp + from jupyter_scheduler.orm import Job, create_session if start_time is None: db_session = create_session(db_url) From 9f23570b25e837ff67b867e9a06ee930da539f1a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 01:18:15 +0100 Subject: [PATCH 38/62] Add missing imports --- argo_jupyter_scheduler/executor.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 7b984f9..497eb1f 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -695,9 +695,14 @@ def create_job_record( def rename_files(db_url, job_definition_id, input_path, start_time): import os - from argo_jupyter_scheduler.utils import gen_timestamp from jupyter_scheduler.orm import Job, create_session + from argo_jupyter_scheduler.utils import ( + gen_html_path, + gen_output_path, + gen_timestamp, + ) + if start_time is None: db_session = create_session(db_url) with db_session() as session: From 5b6fce8b4e265c4b9c600448c3a4f6e564bff0d8 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 02:27:55 +0100 Subject: [PATCH 39/62] Add debug prints --- argo_jupyter_scheduler/executor.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 497eb1f..1f3200a 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -360,6 +360,9 @@ def _create_cwf_oject( active: bool = True, use_conda_store_env: bool = True, ): + print("XXXXXXXXXXXXX", job.dict()) + print("XXXXXXXXXXXXX", job_definition_id) + input_path = staging_paths["input"] log_path = gen_log_path(input_path) @@ -712,6 +715,9 @@ def rename_files(db_url, job_definition_id, input_path, start_time): .order_by(Job.start_time.desc()) .first() ) + print("YYYYYY", q.job_id) + print("YYYYYY", job_definition_id) + print("YYYYYY", q.url) start_time = q.start_time start_time = gen_timestamp(start_time) From 611068247e60602743392b83915a6572c702b492 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 03:23:41 +0100 Subject: [PATCH 40/62] Create a symlink to make files downloadable --- argo_jupyter_scheduler/executor.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 1f3200a..0e1e78b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -715,9 +715,17 @@ def rename_files(db_url, job_definition_id, input_path, start_time): .order_by(Job.start_time.desc()) .first() ) - print("YYYYYY", q.job_id) + print("YYYYYY", q.job_id) # this one needs to be a new symlink print("YYYYYY", job_definition_id) print("YYYYYY", q.url) + + # The current job id doesn't match the id in the staging area. + # Creates a symlink to make files downloadable via the web UI. + basedir = os.path.dirname(os.path.dirname(input_path)) + old_dir = os.path.join(basedir, job_definition_id) + new_dir = os.path.join(basedir, q.job_id) + os.symlink(old_dir, new_dir) + start_time = q.start_time start_time = gen_timestamp(start_time) From 2f88046e4c85e1cc70f0ae6570107fd76dbd7ea6 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 04:05:26 +0100 Subject: [PATCH 41/62] Handle symlinks when deleting scheduled jobs --- argo_jupyter_scheduler/scheduler.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/scheduler.py b/argo_jupyter_scheduler/scheduler.py index 18b1e4a..ed42e74 100644 --- a/argo_jupyter_scheduler/scheduler.py +++ b/argo_jupyter_scheduler/scheduler.py @@ -132,7 +132,12 @@ def delete_job(self, job_id: str, delete_workflow: bool = True): if staging_paths: path = os.path.dirname(next(iter(staging_paths.values()))) if os.path.exists(path): - shutil.rmtree(path) + if os.path.islink(path): + realpath = os.path.realpath(path) + os.unlink(path) + shutil.rmtree(realpath) + else: + shutil.rmtree(path) if delete_workflow: p = Process( From c02cc015b005ff78ba9f014890bd0c977c46c5f9 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 16:24:27 +0100 Subject: [PATCH 42/62] Remove debug prints --- argo_jupyter_scheduler/executor.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 0e1e78b..6d81700 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -360,9 +360,6 @@ def _create_cwf_oject( active: bool = True, use_conda_store_env: bool = True, ): - print("XXXXXXXXXXXXX", job.dict()) - print("XXXXXXXXXXXXX", job_definition_id) - input_path = staging_paths["input"] log_path = gen_log_path(input_path) @@ -715,9 +712,6 @@ def rename_files(db_url, job_definition_id, input_path, start_time): .order_by(Job.start_time.desc()) .first() ) - print("YYYYYY", q.job_id) # this one needs to be a new symlink - print("YYYYYY", job_definition_id) - print("YYYYYY", q.url) # The current job id doesn't match the id in the staging area. # Creates a symlink to make files downloadable via the web UI. From 5c96c3b1a79d20941e3b35c396a8c35f6ae63b1a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 16:39:55 +0100 Subject: [PATCH 43/62] Read `start_time` from the DB in `send_to_slack` --- argo_jupyter_scheduler/executor.py | 98 +++++++++++++++++++----------- 1 file changed, 64 insertions(+), 34 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 6d81700..f18e589 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -270,21 +270,24 @@ def main(input_path, log_path): failure += " || {{steps.rename-files.status}} == Failed" successful += " && {{steps.rename-files.status}} == Succeeded" - # token, channel = get_slack_token_channel(parameters) - # if token is not None and channel is not None: - # send_to_slack( - # name="send-to-slack", - # arguments={ - # "token": token, - # "channel": channel, - # "file_path": html_path, - # "log_path": log_path, - # }, - # when=successful, - # continue_on=ContinueOn(failed=True), - # ) - # failure += " || {{steps.send-to-slack.status}} == Failed" - # successful += " && {{steps.send-to-slack.status}} == Succeeded" + token, channel = get_slack_token_channel(parameters) + if token is not None and channel is not None: + send_to_slack( + name="send-to-slack", + arguments={ + "db_url": None, + "job_definition_id": None, + "input_path": input_path, + "start_time": job.create_time, + "token": token, + "channel": channel, + "log_path": log_path, + }, + when=successful, + continue_on=ContinueOn(failed=True), + ) + failure += " || {{steps.send-to-slack.status}} == Failed" + successful += " && {{steps.send-to-slack.status}} == Succeeded" update_job_status_failure( name="failure", @@ -468,21 +471,24 @@ def main(input_path, log_path): failure += " || {{steps.rename-files.status}} == Failed" successful += " && {{steps.rename-files.status}} == Succeeded" - # token, channel = get_slack_token_channel(parameters) - # if token is not None and channel is not None: - # send_to_slack( - # name="send-to-slack", - # arguments={ - # "token": token, - # "channel": channel, - # "file_path": html_path, - # "log_path": log_path, - # }, - # when=successful, - # continue_on=ContinueOn(failed=True), - # ) - # failure += " || {{steps.send-to-slack.status}} == Failed" - # successful += " && {{steps.send-to-slack.status}} == Succeeded" + token, channel = get_slack_token_channel(parameters) + if token is not None and channel is not None: + send_to_slack( + name="send-to-slack", + arguments={ + "db_url": db_url, + "job_definition_id": job_definition_id, + "input_path": input_path, + "start_time": None, + "token": token, + "channel": channel, + "log_path": log_path, + }, + when=successful, + continue_on=ContinueOn(failed=True), + ) + failure += " || {{steps.send-to-slack.status}} == Failed" + successful += " && {{steps.send-to-slack.status}} == Succeeded" update_job_status_failure( name="failure", @@ -741,12 +747,36 @@ def get_slack_token_channel(parameters): @script() -def send_to_slack(token, channel, file_path, log_path): +def send_to_slack( + db_url, job_definition_id, input_path, start_time, token, channel, log_path +): import json import requests + from jupyter_scheduler.orm import Job, create_session + + from argo_jupyter_scheduler.utils import ( + add_file_logger, + gen_html_path, + gen_timestamp, + setup_logger, + ) + + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + q = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.start_time.desc()) + .first() + ) + + start_time = q.start_time + + start_time = gen_timestamp(start_time) - from argo_jupyter_scheduler.utils import add_file_logger, setup_logger + html_path = gen_html_path(input_path, start_time) try: logger = setup_logger("send_to_slack") @@ -754,7 +784,7 @@ def send_to_slack(token, channel, file_path, log_path): url = "https://slack.com/api/files.upload" - files = {"file": (os.path.basename(file_path), open(file_path, "rb"))} + files = {"file": (os.path.basename(html_path), open(html_path, "rb"))} data = { "initial_comment": "Attaching new file", @@ -765,7 +795,7 @@ def send_to_slack(token, channel, file_path, log_path): "Authorization": f"Bearer {token}", } - logger.info(f"Sending to Slack: file: {file_path}, channel: {channel}") + logger.info(f"Sending to Slack: file: {html_path}, channel: {channel}") response = requests.post( url, files=files, data=data, headers=headers, timeout=30 ) From 36cec7ae5e4d968a5316a5c50426dc452b63a26a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 17:33:04 +0100 Subject: [PATCH 44/62] Always try to run the rename-files step - This will ensure files are renamed even if there's an exception during notebook execution, so that the files can be shown in the web UI - Continue on failed is needed so that the job status is set to Failed on failure, which is done by a separate step. --- argo_jupyter_scheduler/executor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index f18e589..a273bea 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -264,7 +264,7 @@ def main(input_path, log_path): "input_path": input_path, "start_time": job.create_time, }, - when=successful, + continue_on=ContinueOn(failed=True), ) failure += " || {{steps.rename-files.status}} == Failed" @@ -465,7 +465,7 @@ def main(input_path, log_path): "input_path": input_path, "start_time": None, }, - when=successful, + continue_on=ContinueOn(failed=True), ) failure += " || {{steps.rename-files.status}} == Failed" From ce33d45272115c0018666f3e1f00170c943c051d Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 18:05:41 +0100 Subject: [PATCH 45/62] Remove all symlinks related to the same job Previously, only the current symlink (last one) was deleted. Symlinks are needed to make files downloadable via the UI since these ids are expected by the original jupyter-scheduler extension. --- argo_jupyter_scheduler/scheduler.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/scheduler.py b/argo_jupyter_scheduler/scheduler.py index ed42e74..e9b6293 100644 --- a/argo_jupyter_scheduler/scheduler.py +++ b/argo_jupyter_scheduler/scheduler.py @@ -134,7 +134,19 @@ def delete_job(self, job_id: str, delete_workflow: bool = True): if os.path.exists(path): if os.path.islink(path): realpath = os.path.realpath(path) - os.unlink(path) + # For cron jobs, job directories in the staging dir are + # symlinks that point to the real staging job directory, + # which is created when the job is first scheduled. + # Since we only have access to the current job + # directory, which is a symlink, we first need to find + # the other symlinks pointing to the same real directory + # and remove them + basedir = os.path.dirname(path) + for f in next(os.walk(basedir))[1]: + if os.path.islink(f) and os.path.realpath(f) == realpath: + os.unlink(f) + # Then we remove the real staging job directory, where + # these symlinks used to point to shutil.rmtree(realpath) else: shutil.rmtree(path) From 4ca14e6acdcd5c3a087f5b7d8435d2fdeb4befab Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:13:03 +0100 Subject: [PATCH 46/62] Move common code outside of classes --- argo_jupyter_scheduler/executor.py | 102 ++++++++++++----------------- 1 file changed, 41 insertions(+), 61 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index a273bea..758e66b 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -204,35 +204,6 @@ def create_workflow( os.environ["PREFERRED_USERNAME"] ), } - envs = [] - if parameters: - for key, value in parameters.items(): - envs.append(Env(name=key, value=value)) - else: - parameters = {} - - def main(input_path, log_path): - start_time = "UNKNOWN" - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) - - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - return main - ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, seconds_after_success=DEFAULT_TTL, @@ -248,7 +219,9 @@ def main(input_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as w: - main = main(input_path, log_path) + main = main_container( + job, use_conda_store_env, input_path, log_path, parameters + ) with Steps(name="steps"): main( @@ -382,34 +355,6 @@ def _create_cwf_oject( os.environ["PREFERRED_USERNAME"] ), } - envs = [] - if parameters: - for key, value in parameters.items(): - envs.append(Env(name=key, value=value)) - else: - parameters = {} - - def main(input_path, log_path): - start_time = "UNKNOWN" - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) - - cmd_args = gen_papermill_command_input( - conda_env_name=job.runtime_environment_name, - input_path=input_path, - output_path=output_path, - html_path=html_path, - log_path=log_path, - use_conda_store_env=use_conda_store_env, - ) - main = Container( - name="main", - command=["/bin/sh"], - args=["-c", cmd_args], - env=envs, - ) - return main ttl_strategy = TTLStrategy( seconds_after_completion=DEFAULT_TTL, @@ -440,7 +385,9 @@ def main(input_path, log_path): labels=labels, ttl_strategy=ttl_strategy, ) as cwf: - main = main(input_path, log_path) + main = main_container( + job, use_conda_store_env, input_path, log_path, parameters + ) with Steps(name="steps"): create_job_record( @@ -611,6 +558,34 @@ def update_cron_workflow( logger.info("cron workflow updated") +def main_container(job, use_conda_store_env, input_path, log_path, parameters): + envs = [] + if parameters is not None: + for key, value in parameters.items(): + envs.append(Env(name=key, value=value)) + + start_time = "UNKNOWN" + + output_path = gen_output_path(input_path, start_time) + html_path = gen_html_path(input_path, start_time) + + cmd_args = gen_papermill_command_input( + conda_env_name=job.runtime_environment_name, + input_path=input_path, + output_path=output_path, + html_path=html_path, + log_path=log_path, + use_conda_store_env=use_conda_store_env, + ) + + return Container( + name="main", + command=["/bin/sh"], + args=["-c", cmd_args], + env=envs, + ) + + @script() def update_job_status_failure(db_url, job_id=None, job_definition_id=None): from jupyter_scheduler.models import Status @@ -741,8 +716,13 @@ def rename_files(db_url, job_definition_id, input_path, start_time): def get_slack_token_channel(parameters): - token = parameters.get("SLACK_TOKEN") - channel = parameters.get("SLACK_CHANNEL") + token = None + channel = None + + if parameters is not None: + token = parameters.get("SLACK_TOKEN") + channel = parameters.get("SLACK_CHANNEL") + return token, channel From c24af7ba68a31309e934c01af6c2af6dc5f2141a Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:21:20 +0100 Subject: [PATCH 47/62] Add helpers for default filenames --- argo_jupyter_scheduler/executor.py | 16 ++++++++-------- argo_jupyter_scheduler/utils.py | 14 ++++++++++++++ 2 files changed, 22 insertions(+), 8 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 758e66b..2d0e34a 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -20,9 +20,9 @@ add_file_logger, authenticate, gen_cron_workflow_name, - gen_html_path, + gen_default_html_path, + gen_default_output_path, gen_log_path, - gen_output_path, gen_papermill_command_input, gen_workflow_name, sanitize_label, @@ -564,10 +564,8 @@ def main_container(job, use_conda_store_env, input_path, log_path, parameters): for key, value in parameters.items(): envs.append(Env(name=key, value=value)) - start_time = "UNKNOWN" - - output_path = gen_output_path(input_path, start_time) - html_path = gen_html_path(input_path, start_time) + output_path = gen_default_output_path(input_path) + html_path = gen_default_html_path(input_path) cmd_args = gen_papermill_command_input( conda_env_name=job.runtime_environment_name, @@ -679,6 +677,8 @@ def rename_files(db_url, job_definition_id, input_path, start_time): from jupyter_scheduler.orm import Job, create_session from argo_jupyter_scheduler.utils import ( + gen_default_html_path, + gen_default_output_path, gen_html_path, gen_output_path, gen_timestamp, @@ -705,8 +705,8 @@ def rename_files(db_url, job_definition_id, input_path, start_time): start_time = gen_timestamp(start_time) - old_output_path = gen_output_path(input_path, "UNKNOWN") - old_html_path = gen_html_path(input_path, "UNKNOWN") + old_output_path = gen_default_output_path(input_path) + old_html_path = gen_default_html_path(input_path) new_output_path = gen_output_path(input_path, start_time) new_html_path = gen_html_path(input_path, start_time) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index 560c694..eb7240e 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -86,6 +86,20 @@ def gen_cron_workflow_name(job_definition_id: str): return f"job-def-{job_definition_id}" +def gen_default_output_path(input_path: str): + # The initial filename before we can get access to the timestamp. Has the + # "unknown" suffix to make it visible in the logs and to avoid clashing with + # the input filename. + return gen_output_path(input_path, "unknown") + + +def gen_default_html_path(input_path: str): + # The initial filename before we can get access to the timestamp. Has the + # "unknown" suffix to make it visible in the logs and to avoid clashing with + # the input filename. + return gen_html_path(input_path, "unknown") + + def gen_output_path(input_path: str, timestamp: str): # See create_output_filename in jupyter-scheduler basename = os.path.splitext(input_path)[0] From 90060e222194d0323dac6f81de5b43e066074ba8 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:23:16 +0100 Subject: [PATCH 48/62] Fix typo in function name --- argo_jupyter_scheduler/executor.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 2d0e34a..43bc9c0 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -324,7 +324,7 @@ def stop_workflow(self, job_id): logger.info("workflow stopped") - def _create_cwf_oject( + def _create_cwf_object( self, job: DescribeJobDefinition, parameters: Dict[str, str], @@ -472,7 +472,7 @@ def create_cron_workflow( logger.info("creating cron workflow...") - w = self._create_cwf_oject( + w = self._create_cwf_object( job=job, parameters=parameters, staging_paths=staging_paths, @@ -534,7 +534,7 @@ def update_cron_workflow( schedule = job_definition.schedule timezone = job_definition.timezone - w = self._create_cwf_oject( + w = self._create_cwf_object( job=job, parameters=self.parameters, staging_paths=staging_paths, From 8cfda20231738c856e05e9b9b3aef1f910cfdf1b Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:28:33 +0100 Subject: [PATCH 49/62] Clean up `send_to_slack` --- argo_jupyter_scheduler/executor.py | 33 ++++++++++++++++-------------- 1 file changed, 18 insertions(+), 15 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 43bc9c0..c657eb6 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -742,26 +742,29 @@ def send_to_slack( setup_logger, ) - if start_time is None: - db_session = create_session(db_url) - with db_session() as session: - q = ( - session.query(Job) - .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.start_time.desc()) - .first() - ) + try: + # Sets up logging + logger = setup_logger("send_to_slack") + add_file_logger(logger, log_path) - start_time = q.start_time + # Gets start_time if not provided to generate file path + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + q = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.start_time.desc()) + .first() + ) - start_time = gen_timestamp(start_time) + start_time = q.start_time - html_path = gen_html_path(input_path, start_time) + start_time = gen_timestamp(start_time) - try: - logger = setup_logger("send_to_slack") - add_file_logger(logger, log_path) + html_path = gen_html_path(input_path, start_time) + # Sends to Slack url = "https://slack.com/api/files.upload" files = {"file": (os.path.basename(html_path), open(html_path, "rb"))} From d596dd5d62cf8f3d4d0d1be8b4c2654aaf3583d4 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:33:06 +0100 Subject: [PATCH 50/62] Clean up `rename_files` --- argo_jupyter_scheduler/executor.py | 66 +++++++++++++++++++----------- 1 file changed, 42 insertions(+), 24 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index c657eb6..5cf4177 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -235,6 +235,7 @@ def create_workflow( "db_url": None, "job_definition_id": None, "input_path": input_path, + "log_path": log_path, "start_time": job.create_time, }, continue_on=ContinueOn(failed=True), @@ -410,6 +411,7 @@ def _create_cwf_object( "db_url": db_url, "job_definition_id": job_definition_id, "input_path": input_path, + "log_path": log_path, "start_time": None, }, continue_on=ContinueOn(failed=True), @@ -671,48 +673,64 @@ def create_job_record( @script() -def rename_files(db_url, job_definition_id, input_path, start_time): +def rename_files(db_url, job_definition_id, input_path, log_path, start_time): import os from jupyter_scheduler.orm import Job, create_session from argo_jupyter_scheduler.utils import ( + add_file_logger, gen_default_html_path, gen_default_output_path, gen_html_path, gen_output_path, gen_timestamp, + setup_logger, ) - if start_time is None: - db_session = create_session(db_url) - with db_session() as session: - q = ( - session.query(Job) - .filter(Job.job_definition_id == job_definition_id) - .order_by(Job.start_time.desc()) - .first() - ) + try: + # Sets up logging + logger = setup_logger("rename_files") + add_file_logger(logger, log_path) + + # Gets start_time if not provided to generate file paths + if start_time is None: + db_session = create_session(db_url) + with db_session() as session: + q = ( + session.query(Job) + .filter(Job.job_definition_id == job_definition_id) + .order_by(Job.start_time.desc()) + .first() + ) - # The current job id doesn't match the id in the staging area. - # Creates a symlink to make files downloadable via the web UI. - basedir = os.path.dirname(os.path.dirname(input_path)) - old_dir = os.path.join(basedir, job_definition_id) - new_dir = os.path.join(basedir, q.job_id) - os.symlink(old_dir, new_dir) + # The current job id doesn't match the id in the staging area. + # Creates a symlink to make files downloadable via the web UI. + basedir = os.path.dirname(os.path.dirname(input_path)) + old_dir = os.path.join(basedir, job_definition_id) + new_dir = os.path.join(basedir, q.job_id) + os.symlink(old_dir, new_dir) - start_time = q.start_time + start_time = q.start_time - start_time = gen_timestamp(start_time) + start_time = gen_timestamp(start_time) + + old_output_path = gen_default_output_path(input_path) + old_html_path = gen_default_html_path(input_path) + + new_output_path = gen_output_path(input_path, start_time) + new_html_path = gen_html_path(input_path, start_time) - old_output_path = gen_default_output_path(input_path) - old_html_path = gen_default_html_path(input_path) + # Renames files + os.rename(old_output_path, new_output_path) + os.rename(old_html_path, new_html_path) - new_output_path = gen_output_path(input_path, start_time) - new_html_path = gen_html_path(input_path, start_time) + logger.info("Successfully renamed files") - os.rename(old_output_path, new_output_path) - os.rename(old_html_path, new_html_path) + except Exception as e: + msg = "Failed to rename files" + logger.info(msg) + raise Exception(msg) from e def get_slack_token_channel(parameters): From 93f9c83e456914b5b22aad40ba48df8b518cb9fb Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:39:07 +0100 Subject: [PATCH 51/62] Do not create intermediate variable --- argo_jupyter_scheduler/executor.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 5cf4177..b66ba07 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -665,8 +665,7 @@ def create_job_record( job = Job(**model.dict(exclude_none=True, exclude={"input_uri"})) job.job_definition_id = job_definition_id job.status = Status.IN_PROGRESS - start_time = get_utc_timestamp() - job.start_time = start_time + job.start_time = get_utc_timestamp() session.add(job) session.commit() From 43202265f3b58656e82c5c3186a41a8f07829e26 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 19:42:01 +0100 Subject: [PATCH 52/62] Call `main` the way it used to be done before This should be the same, avoiding unrelated changes in the diff. --- argo_jupyter_scheduler/executor.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index b66ba07..2b921d4 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -1,7 +1,7 @@ import os from typing import Dict, Union -from hera.workflows import Container, CronWorkflow, Env, Steps, Workflow, script +from hera.workflows import Container, CronWorkflow, Env, Step, Steps, Workflow, script from hera.workflows.models import ContinueOn, TTLStrategy, WorkflowStopRequest from hera.workflows.service import WorkflowsService from jupyter_scheduler.executors import ExecutionManager @@ -224,10 +224,7 @@ def create_workflow( ) with Steps(name="steps"): - main( - name="main", - continue_on=ContinueOn(failed=True), - ) + Step(name="main", template=main, continue_on=ContinueOn(failed=True)) rename_files( name="rename-files", @@ -400,10 +397,7 @@ def _create_cwf_object( }, ) - main( - name="main", - continue_on=ContinueOn(failed=True), - ) + Step(name="main", template=main, continue_on=ContinueOn(failed=True)) rename_files( name="rename-files", From f71a43571c887bd9a2d383080dd25231da8e7cb4 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 20:54:10 +0100 Subject: [PATCH 53/62] Use full name when walking files --- argo_jupyter_scheduler/scheduler.py | 1 + 1 file changed, 1 insertion(+) diff --git a/argo_jupyter_scheduler/scheduler.py b/argo_jupyter_scheduler/scheduler.py index e9b6293..97406fc 100644 --- a/argo_jupyter_scheduler/scheduler.py +++ b/argo_jupyter_scheduler/scheduler.py @@ -143,6 +143,7 @@ def delete_job(self, job_id: str, delete_workflow: bool = True): # and remove them basedir = os.path.dirname(path) for f in next(os.walk(basedir))[1]: + f = os.path.join(basedir, f) if os.path.islink(f) and os.path.realpath(f) == realpath: os.unlink(f) # Then we remove the real staging job directory, where From 7ec67e3c6e0edf4b7a153dc9effec66f6c52fbf2 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 22:30:42 +0100 Subject: [PATCH 54/62] Silence the linter warning --- argo_jupyter_scheduler/scheduler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/argo_jupyter_scheduler/scheduler.py b/argo_jupyter_scheduler/scheduler.py index 97406fc..5bda130 100644 --- a/argo_jupyter_scheduler/scheduler.py +++ b/argo_jupyter_scheduler/scheduler.py @@ -143,7 +143,7 @@ def delete_job(self, job_id: str, delete_workflow: bool = True): # and remove them basedir = os.path.dirname(path) for f in next(os.walk(basedir))[1]: - f = os.path.join(basedir, f) + f = os.path.join(basedir, f) # noqa: PLW2901 if os.path.islink(f) and os.path.realpath(f) == realpath: os.unlink(f) # Then we remove the real staging job directory, where From 28d4792094104071c0aae6efc30d81ba2d13bd04 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 22:50:12 +0100 Subject: [PATCH 55/62] Add new doc sections to ToC --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 0af3a64..48c267e 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,8 @@ - [argo-jupyter-scheduler](#argo-jupyter-scheduler) - [Installation](#installation) - [What is it?](#what-is-it) + - [Optional features](#optional-features) + - [Sending to Slack](#sending-to-slack) - [A deeper dive](#a-deeper-dive) - [`Job`](#job) - [`Job Definition`](#job-definition) From 06f93c0a082dd723af34095650a29ed8eb96820b Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Fri, 8 Dec 2023 22:59:00 +0100 Subject: [PATCH 56/62] Add Slack screenshots to the doc --- README.md | 8 ++++++++ assets/create-job-slack.png | Bin 0 -> 590844 bytes assets/slack-output.png | Bin 0 -> 329170 bytes 3 files changed, 8 insertions(+) create mode 100644 assets/create-job-slack.png create mode 100644 assets/slack-output.png diff --git a/README.md b/README.md index 48c267e..a6a37ef 100644 --- a/README.md +++ b/README.md @@ -69,6 +69,14 @@ Slack channel: - name: `SLACK_TOKEN`, value: `xoxb-` - name: `SLACK_CHANNEL`, value: `` (without leading `#`, like `scheduled-jobs`). +Create job: + +![Create job Slack](./assets/create-job-slack.png "Create job Slack") + +Slack output: + +![Slack output](./assets/slack-output.png "Slack output") + ## A deeper dive In the Jupyter-Scheduler lab extension, you can create two things, a `Job` and a `Job Definition`. diff --git a/assets/create-job-slack.png b/assets/create-job-slack.png new file mode 100644 index 0000000000000000000000000000000000000000..a199be1812d57ebf316f28c9f4bddcc55f7ba575 GIT binary patch literal 590844 zcmZU*2UJr{w=j&NV4*1@y@=9<04g1VfFep0q)BfAQbO+}AYHn2K_X2+dhY}TX+e-) zCA1JJ5kd_KNxt|z_rCXC|9{px%sF#r&t&%O*?oxB)mEpy#&(T@f`V4#nVKF21?2(- z1+~}}Dss(DQ%h5FaluPZU4^1*lw*thl3{PG@kUFFLYVw~h2qi$Hj2xCn~-m%3+(@S zetJQWg7TmGixd>mP865^r;Rqb{Cg#n@4qnrmX|(6QBafLZj$ea&lmm&lKlPi#s7t* zT=-1+zt7ZSHuhrvuI_*Pp-}LbBR{&@dt3APySlh}$@wet{?kH^{QS2X zz{~Sb6K`ilUSlm?9#xR1J&%-_xR^Mv(ls6)9tBUkH*$JvPyYv;{HDn3=8(WdY)n07*$vatl$f05@-Ie^EEDyZ?6bzx}A$d)azAxqCZ-+<5-> zYi$Ga@mA#J{X5Wqu77{0y}#4{jpXL_Khq*l5b*a4KtfC$@SncPpbCF$<#e6=?OjaN 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z$L@M$R(-Kv77fV>_uA93Mkg_Nob4)GbAdN9gmr7KaWCtAf;6Z5J$M-6;m$1Ey}ueT zhcYvz`(PeNZzbyZwUjJh{;46=w2FjGxnqk);ntVuZM|a{w`JoR_ScwKIDlf_GiO(L z>FG(FiT&lGE61u7TsIf9$j`G#RNF%<4i#Mg{Nq-AA@c4P96 Date: Fri, 8 Dec 2023 23:06:57 +0100 Subject: [PATCH 57/62] Resize images in the doc --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a6a37ef..8fbd9ff 100644 --- a/README.md +++ b/README.md @@ -71,11 +71,11 @@ Slack channel: Create job: -![Create job Slack](./assets/create-job-slack.png "Create job Slack") +Create job Slack Slack output: -![Slack output](./assets/slack-output.png "Slack output") +Slack output ## A deeper dive From 3305f76d77f2dea2ba794c066f83481ef54be569 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Sat, 9 Dec 2023 00:57:40 +0100 Subject: [PATCH 58/62] Use `create_output_filename` from jupyter-scheduler --- argo_jupyter_scheduler/executor.py | 6 ----- argo_jupyter_scheduler/utils.py | 36 +++++++++++++----------------- 2 files changed, 15 insertions(+), 27 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 2b921d4..580b2c4 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -677,7 +677,6 @@ def rename_files(db_url, job_definition_id, input_path, log_path, start_time): gen_default_output_path, gen_html_path, gen_output_path, - gen_timestamp, setup_logger, ) @@ -706,8 +705,6 @@ def rename_files(db_url, job_definition_id, input_path, log_path, start_time): start_time = q.start_time - start_time = gen_timestamp(start_time) - old_output_path = gen_default_output_path(input_path) old_html_path = gen_default_html_path(input_path) @@ -749,7 +746,6 @@ def send_to_slack( from argo_jupyter_scheduler.utils import ( add_file_logger, gen_html_path, - gen_timestamp, setup_logger, ) @@ -771,8 +767,6 @@ def send_to_slack( start_time = q.start_time - start_time = gen_timestamp(start_time) - html_path = gen_html_path(input_path, start_time) # Sends to Slack diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index eb7240e..c95a41a 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -2,13 +2,13 @@ import logging import os import re -from datetime import datetime from enum import Enum from pathlib import Path from urllib.parse import urljoin import urllib3 from hera.shared import global_config +from jupyter_scheduler.utils import create_output_filename from urllib3.exceptions import ConnectionError CONDA_STORE_TOKEN = "CONDA_STORE_TOKEN" @@ -72,12 +72,6 @@ def authenticate(): return global_config -def gen_timestamp(time: int): - # See create_output_filename in jupyter-scheduler - timestamp = datetime.fromtimestamp(time / 1e3) # noqa: DTZ006 - return timestamp.strftime("%Y-%m-%d-%I-%M-%S-%p") - - def gen_workflow_name(job_id: str): return f"job-{job_id}" @@ -88,28 +82,28 @@ def gen_cron_workflow_name(job_definition_id: str): def gen_default_output_path(input_path: str): # The initial filename before we can get access to the timestamp. Has the - # "unknown" suffix to make it visible in the logs and to avoid clashing with - # the input filename. - return gen_output_path(input_path, "unknown") + # "0" suffix to avoid clashing with the input filename. This value will be + # pretty-printed as 1970-01-01-01-00-00-AM when the file is created. + return gen_output_path(input_path, 0) def gen_default_html_path(input_path: str): # The initial filename before we can get access to the timestamp. Has the - # "unknown" suffix to make it visible in the logs and to avoid clashing with - # the input filename. - return gen_html_path(input_path, "unknown") + # "0" suffix to avoid clashing with the input filename. This value will be + # pretty-printed as 1970-01-01-01-00-00-AM when the file is created. + return gen_html_path(input_path, 0) -def gen_output_path(input_path: str, timestamp: str): - # See create_output_filename in jupyter-scheduler - basename = os.path.splitext(input_path)[0] - return f"{basename}-{timestamp}.ipynb" +def gen_output_path(input_path: str, start_time: int): + # It's important to use this exact format to make files downloadable via the + # web UI. + return create_output_filename(input_path, start_time, "ipynb") -def gen_html_path(input_path: str, timestamp: str): - # See create_output_filename in jupyter-scheduler - basename = os.path.splitext(input_path)[0] - return f"{basename}-{timestamp}.html" +def gen_html_path(input_path: str, start_time: int): + # It's important to use this exact format to make files downloadable via the + # web UI. + return create_output_filename(input_path, start_time, "html") def gen_log_path(input_path: str): From 3a42dd0774a1d847589c26c7532b38b4e2df11f9 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Sat, 9 Dec 2023 01:37:29 +0100 Subject: [PATCH 59/62] Update the comment The actual value can also be 1969-12-31-06-00-00-PM, so remove the exact date to avoid confusion. --- argo_jupyter_scheduler/utils.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/utils.py b/argo_jupyter_scheduler/utils.py index c95a41a..27a86ca 100644 --- a/argo_jupyter_scheduler/utils.py +++ b/argo_jupyter_scheduler/utils.py @@ -83,14 +83,14 @@ def gen_cron_workflow_name(job_definition_id: str): def gen_default_output_path(input_path: str): # The initial filename before we can get access to the timestamp. Has the # "0" suffix to avoid clashing with the input filename. This value will be - # pretty-printed as 1970-01-01-01-00-00-AM when the file is created. + # pretty-printed as the Unix epoch when the file is created. return gen_output_path(input_path, 0) def gen_default_html_path(input_path: str): # The initial filename before we can get access to the timestamp. Has the # "0" suffix to avoid clashing with the input filename. This value will be - # pretty-printed as 1970-01-01-01-00-00-AM when the file is created. + # pretty-printed as the Unix epoch when the file is created. return gen_html_path(input_path, 0) From a303e830e17d8dee58add07f0b323cad13a6c24d Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Mon, 18 Dec 2023 00:23:48 +0100 Subject: [PATCH 60/62] Move logging setup code out of try block --- argo_jupyter_scheduler/executor.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 580b2c4..542b2a9 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -680,11 +680,11 @@ def rename_files(db_url, job_definition_id, input_path, log_path, start_time): setup_logger, ) - try: - # Sets up logging - logger = setup_logger("rename_files") - add_file_logger(logger, log_path) + # Sets up logging + logger = setup_logger("rename_files") + add_file_logger(logger, log_path) + try: # Gets start_time if not provided to generate file paths if start_time is None: db_session = create_session(db_url) @@ -749,11 +749,11 @@ def send_to_slack( setup_logger, ) - try: - # Sets up logging - logger = setup_logger("send_to_slack") - add_file_logger(logger, log_path) + # Sets up logging + logger = setup_logger("send_to_slack") + add_file_logger(logger, log_path) + try: # Gets start_time if not provided to generate file path if start_time is None: db_session = create_session(db_url) From 503c7cf53daeebb076913b8b59dd739c6b00c20e Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Mon, 18 Dec 2023 00:41:14 +0100 Subject: [PATCH 61/62] Log exception trace --- argo_jupyter_scheduler/executor.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/argo_jupyter_scheduler/executor.py b/argo_jupyter_scheduler/executor.py index 542b2a9..6e9e3b2 100644 --- a/argo_jupyter_scheduler/executor.py +++ b/argo_jupyter_scheduler/executor.py @@ -719,7 +719,7 @@ def rename_files(db_url, job_definition_id, input_path, log_path, start_time): except Exception as e: msg = "Failed to rename files" - logger.info(msg) + logger.exception(msg) raise Exception(msg) from e @@ -801,5 +801,5 @@ def send_to_slack( except Exception as e: msg = "Failed to send to Slack" - logger.info(msg) + logger.exception(msg) raise Exception(msg) from e From 195eb5c4ccd35183dff2e7f60e0787d23c3e9146 Mon Sep 17 00:00:00 2001 From: Nikita Karetnikov Date: Mon, 18 Dec 2023 02:41:29 +0100 Subject: [PATCH 62/62] Update README --- README.md | 84 +++++++++++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 72 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 8fbd9ff..f0dd8f0 100644 --- a/README.md +++ b/README.md @@ -16,13 +16,15 @@ - [`Job`](#job) - [`Job Definition`](#job-definition) - [Internals](#internals) + - [Output Files](#output-files) + - [Workflow Steps](#workflow-steps) - [Additional thoughts](#additional-thoughts) - [Known issues](#known-issues) - [License](#license) **Argo-Jupyter-Scheduler** -Submit longing running notebooks to run without the need to keep your JupyterLab server running. And submit a notebook to run on a specified schedule. +Submit long-running notebooks to run without the need to keep your JupyterLab server running. And submit a notebook to run on a specified schedule. ## Installation @@ -32,11 +34,11 @@ pip install argo-jupyter-scheduler ## What is it? -Argo-Jupyter-Scheduler is a plugin to the [Jupyter-Scheduler](https://jupyter-scheduler.readthedocs.io/en/latest/index.html) JupyterLab extension. +Argo-Jupyter-Scheduler is a plugin to the [Jupyter-Scheduler](https://jupyter-scheduler.readthedocs.io/en/latest/index.html) JupyterLab extension. What does that mean? -This means this is an application that gets installed in the JupyterLab base image and runs as an extension in JupyterLab. Specifically, you will see this icon at the bottom of the JupyterLab Launcher tab: +This means this is an application that gets installed in the JupyterLab base image and runs as an extension in JupyterLab. Specifically, you will see this icon at the bottom of the JupyterLab Launcher tab: Screenshot 2023-07-12 at 20 48 23 @@ -44,9 +46,9 @@ And this icon on the toolbar of your Jupyter Notebook: jupyter-scheduler-icon -This also means, as a lab extension, this application is running within each user's separate JupyterLab server. The record of the notebooks you've submitted is specific to you and you only. There is no central Jupyter-Scheduler. +This also means, as a lab extension, this application is running within each user's separate JupyterLab server. The record of the notebooks you've submitted is specific to you and you only. There is no central Jupyter-Scheduler. -However, instead of using the base Jupyter-Scheduler, we are using **Argo-Jupyter-Scheduler**. +However, instead of using the base Jupyter-Scheduler, we are using **Argo-Jupyter-Scheduler**. Why? @@ -100,7 +102,7 @@ We are also relying on the [Nebari Workflow Controller](https://github.com/nebar A `Job-Definition` is simply a way to create to Jobs that run on a specified schedule. -In Argo-Jupyter-Scheduler, `Job Definition` translate into a `Cron-Workflow` in Argo-Worflows. So when you create a `Job Definition`, you create a `Cron-Workflow` which in turn creates a `Workflow` to run when scheduled. +In Argo-Jupyter-Scheduler, `Job Definition` translate into a `Cron-Workflow` in Argo-Workflows. So when you create a `Job Definition`, you create a `Cron-Workflow` which in turn creates a `Workflow` to run when scheduled. A `Job` is to `Workflow` as `Job Definition` is to `Cron-Workflow`. @@ -109,12 +111,70 @@ A `Job` is to `Workflow` as `Job Definition` is to `Cron-Workflow`. Jupyter-Scheduler creates and uses a `scheduler.sqlite` database to manage and keep track of the Jobs and Job Definitions. If you can ensure this database is accessible and can be updated when the status of a job or a job definition change, then you can ensure the view the user sees from JupyterLab match is accurate. -> By default this database is located at `~/.local/share/jupyter/scheduler.sqlite` but this is a trailet that can be modified. And since we have access to this database, we can update the database directly from the workflow itself. - -To acommplish this, the workflow runs in two steps. First the workflow runs the notebook, using `papermill` and the conda environment specified. And second, depending on the success of this notebook run, updates the database with this status. - -And when a job definition is created, a corresponding cron-workflow is created. To ensure the database is properly updated, the workflow that the cron-workflow creates has three steps. First, create a job record in the database with a status of `IN PROGRESS`. Second, run the notebook, again using `papermill` and the conda environment specified. And third, update the newly created job record with the status of the notebook run. - +> By default this database is located at `~/.local/share/jupyter/scheduler.sqlite` but this is a traitlet that can be modified. And since we have access to this database, we can update the database directly from the workflow itself. + +To accomplish this, the workflow runs in two steps. First the workflow runs the notebook, using `papermill` and the conda environment specified. And second, depending on the success of this notebook run, updates the database with this status. + +And when a job definition is created, a corresponding cron-workflow is created. To ensure the database is properly updated, the workflow that the cron-workflow creates has these three steps. First, create a job record in the database with a status of `IN PROGRESS`. Second, run the notebook, again using `papermill` and the conda environment specified. And third, update the newly created job record with the status of the notebook run. + +### Output Files + +In addition to `papermill`, which creates the output notebook, `jupyter +nbconvert` is used to produce HTML output. To make these output files +downloadable via the web UI, it's important they match the format that +Jupyter-Scheduler expects, which is achieved by reusing `create_output_filename` +within Argo-Jupyter-Scheduler when creating output files. + +The expected output filenames include timestamps that must match the start time +of a job. For cron jobs this is tricky because the start time is set whenever +`create-job-id` is run. All workflow steps are run in separate containers and +the `create-job-id` container is run after the `papermill` step, which creates +the output files. + +Also, the `papermill` container is defined differently because it needs to have +access to filesystem mount points where the `papermill` and `jupyter` commands +are located as well as access the environment variables. Due to this, the +commands executed within the `papermill` container cannot be changed once it's +been defined. + +This also means that the `papermill` container cannot have access to the job +start time and hence cannot create filenames with the expected timestamps. To +solve this problem, the `papermill` step always creates output files with the +same default filenames and there is an additional `rename-files` step that runs +after `create-job-id`, which makes sure the timestamps match the job start time. +To pass the start time value between containers, the SQLite database is used. + +Finally, because `create-job-id` creates a new job every time it runs, this job +will also have a new id. The job id is important since it's the same as the name +of the staging directory where job output files are expected to be found by +Jupyter-Scheduler. But the output files are created in the `papermill` step, +which has the id of a job that defined the workflow originally when it was +scheduled, not the current one created in `create-job-id`. To point to the +proper location on disk, a symlink is created connecting staging job +directories. This is also done in the `rename-files` step by looking up the job +ids in the SQLite database. + +For non-cron jobs, there is no `create-job-id` step. The rest of the workflow +steps are the same, but no database lookups are performed and no symlinks are +created. This is not necessary because the start time is immediately available +and the job id matches the job staging area. + +### Workflow Steps + +Here's the overview of the workflow steps: + +- `main` runs `papermill` and `jupyter nbconvert` to create output files +- `create-job-id` creates a new job that can run without JupyterLab (only + for cron jobs) +- `rename-files` updates timestamps of output files and adds symlinks between + job staging directories +- `send-to-slack` sends HTML output to a Slack channel (only if `SLACK_TOKEN` + and `SLACK_CHANNEL` are provided via `Parameters` when scheduling a job) +- `failure` or `success` sets status as "Failed" or "Completed" in the web UI. + +These steps are executed sequentially in separate containers. If a step fails, +the `failure` step is called in the end. Otherwise, the `success` step is +called. ## Additional Thoughts