trustgraph/trustgraph-cli/trustgraph/cli/set_token_costs.py

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"""
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Sets a model's token costs.
"""
import argparse
import os
from trustgraph.api import Api, ConfigKey, ConfigValue
import json
import tabulate
import textwrap
default_url = os.getenv("TRUSTGRAPH_URL", 'http://localhost:8088/')
default_token = os.getenv("TRUSTGRAPH_TOKEN", None)
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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default_workspace = os.getenv("TRUSTGRAPH_WORKSPACE", "default")
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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def set_costs(api_url, model, input_costs, output_costs, token=None, workspace="default"):
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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api = Api(api_url, token=token, workspace=workspace).config()
api.put([
ConfigValue(
type="token-costs", key=model,
value=json.dumps({
"input_price": input_costs / 1000000,
"output_price": output_costs / 1000000,
})
),
])
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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def set_prompt(url, id, prompt, response, schema, workspace="default"):
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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api = Api(url, workspace=workspace)
values = api.config_get([
ConfigKey(type="prompt", key="template-index")
])
ix = json.loads(values[0].value)
object = {
"id": id,
"prompt": prompt,
}
if response:
object["response-type"] = response
else:
object["response-type"] = "text"
if schema:
object["schema"] = schema
if id not in ix:
ix.append(id)
values = api.config_put([
ConfigValue(
type="prompt", key="template-index", value=json.dumps(ix)
),
ConfigValue(
type="prompt", key=f"template.{id}", value=json.dumps(object)
)
])
print("Prompt set.")
def main():
parser = argparse.ArgumentParser(
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prog='tg-set-token-costs',
description=__doc__,
)
parser.add_argument(
'-u', '--api-url',
default=default_url,
help=f'API URL (default: {default_url})',
)
parser.add_argument(
'--model',
required=True,
help=f'Model ID',
)
parser.add_argument(
'-i', '--input-costs',
required=True,
type=float,
help=f'Input costs in $ per 1M tokens',
)
parser.add_argument(
'-o', '--output-costs',
required=True,
type=float,
help=f'Input costs in $ per 1M tokens',
)
parser.add_argument(
'-t', '--token',
default=default_token,
help='Authentication token (default: $TRUSTGRAPH_TOKEN)',
)
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840) Introduces `workspace` as the isolation boundary for config, flows, library, and knowledge data. Removes `user` as a schema-level field throughout the code, API specs, and tests; workspace provides the same separation more cleanly at the trusted flow.workspace layer rather than through client-supplied message fields. Design ------ - IAM tech spec (docs/tech-specs/iam.md) documents current state, proposed auth/access model, and migration direction. - Data ownership model (docs/tech-specs/data-ownership-model.md) captures the workspace/collection/flow hierarchy. Schema + messaging ------------------ - Drop `user` field from AgentRequest/Step, GraphRagQuery, DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest, Sparql/Rows/Structured QueryRequest, ToolServiceRequest. - Keep collection/workspace routing via flow.workspace at the service layer. - Translators updated to not serialise/deserialise user. API specs --------- - OpenAPI schemas and path examples cleaned of user fields. - Websocket async-api messages updated. - Removed the unused parameters/User.yaml. Services + base --------------- - Librarian, collection manager, knowledge, config: all operations scoped by workspace. Config client API takes workspace as first positional arg. - `flow.workspace` set at flow start time by the infrastructure; no longer pass-through from clients. - Tool service drops user-personalisation passthrough. CLI + SDK --------- - tg-init-workspace and workspace-aware import/export. - All tg-* commands drop user args; accept --workspace. - Python API/SDK (flow, socket_client, async_*, explainability, library) drop user kwargs from every method signature. MCP server ---------- - All tool endpoints drop user parameters; socket_manager no longer keyed per user. Flow service ------------ - Closure-based topic cleanup on flow stop: only delete topics whose blueprint template was parameterised AND no remaining live flow (across all workspaces) still resolves to that topic. Three scopes fall out naturally from template analysis: * {id} -> per-flow, deleted on stop * {blueprint} -> per-blueprint, kept while any flow of the same blueprint exists * {workspace} -> per-workspace, kept while any flow in the workspace exists * literal -> global, never deleted (e.g. tg.request.librarian) Fixes a bug where stopping a flow silently destroyed the global librarian exchange, wedging all library operations until manual restart. RabbitMQ backend ---------------- - heartbeat=60, blocked_connection_timeout=300. Catches silently dead connections (broker restart, orphaned channels, network partitions) within ~2 heartbeat windows, so the consumer reconnects and re-binds its queue rather than sitting forever on a zombie connection. Tests ----- - Full test refresh: unit, integration, contract, provenance. - Dropped user-field assertions and constructor kwargs across ~100 test files. - Renamed user-collection isolation tests to workspace-collection.
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parser.add_argument(
'-w', '--workspace',
default=default_workspace,
help=f'Workspace (default: {default_workspace})',
)
args = parser.parse_args()
try:
set_costs(**vars(args))
except Exception as e:
print("Exception:", e, flush=True)
if __name__ == "__main__":
main()